flight controller
x 0.40 · purpose 0.85 · t 250 µs · scope 0.65
from 2026-05
STM32 · C/C++ · KiCad · DShot · Real-Time Control
I fly FPV drones, but the flight controller inside them used to be a black box. After learning PID control, I designed an STM32 flight controller board in KiCad and wrote bare-metal firmware for it around a host-tested control core, to understand the whole loop well enough to explain every part of it.
- gyro sampling
- 8 kHz
- control loop
- 4 kHz
- loop jitter, on the board
- < 1%
250 microseconds
1,024 consecutive simulated control-loop periods at 4 kHz, 249.58–250.48 µs around the 250 µs target, all inside the ±1% band. Simulated, not measured: a model of the bare-metal schedule on a 168 MHz STM32F405, the 8 kHz gyro interrupt and the 4 kHz control task chained after every second one, with representative execution times and jitter. In the model, jitter is the period error of each control-task start, as the DWT cycle counter would time it: for every start-to-start interval T_i of 1,024 consecutive loops, J_i = 100 · |T_i - 250 µs| / 250 µs. The simulated worst case, max J_i, is 0.192% (0.48 µs off target); 99% of intervals are within 0.358 µs (0.143%). The modeled control task, DShot frame included, ends at most 71.26 µs after its gyro edge, leaving 53.74 µs before the next one. These periods are the model, not the board’s measurement, which is stated on its own: measured on the board, control-loop jitter stays under 1% at 4 kHz.
data
| loop | start (ms) | period (µs) | error (%) |
|---|---|---|---|
| 0 | 0.000 | 250.13 | 0.052 |
| 1 | 0.250 | 250.03 | 0.012 |
| 2 | 0.500 | 249.70 | 0.120 |
| 3 | 0.750 | 250.08 | 0.032 |
| 4 | 1.000 | 250.24 | 0.096 |
| 5 | 1.250 | 249.98 | 0.008 |
| 6 | 1.500 | 249.88 | 0.048 |
| 7 | 1.750 | 249.97 | 0.012 |
| 8 | 2.000 | 249.85 | 0.060 |
| 9 | 2.250 | 250.28 | 0.112 |
| 10 | 2.500 | 249.84 | 0.064 |
| 11 | 2.750 | 250.10 | 0.040 |
| 12 | 3.000 | 249.97 | 0.012 |
| 13 | 3.250 | 249.91 | 0.036 |
| 14 | 3.500 | 250.01 | 0.004 |
| 15 | 3.750 | 249.95 | 0.020 |
| 16 | 4.000 | 250.09 | 0.036 |
| 17 | 4.250 | 249.89 | 0.044 |
| 18 | 4.500 | 250.09 | 0.036 |
| 19 | 4.750 | 250.19 | 0.076 |
| 20 | 5.000 | 249.65 | 0.140 |
| 21 | 5.250 | 250.17 | 0.068 |
| 22 | 5.500 | 250.14 | 0.056 |
| 23 | 5.750 | 249.80 | 0.080 |
| 24 | 6.000 | 250.27 | 0.108 |
| 25 | 6.250 | 249.86 | 0.056 |
| 26 | 6.500 | 249.94 | 0.024 |
| 27 | 6.750 | 249.86 | 0.056 |
| 28 | 7.000 | 250.27 | 0.108 |
| 29 | 7.250 | 249.90 | 0.040 |
| 30 | 7.500 | 249.87 | 0.052 |
| 31 | 7.750 | 250.11 | 0.044 |
| 32 | 8.000 | 250.06 | 0.024 |
| 33 | 8.250 | 249.92 | 0.032 |
| 34 | 8.500 | 250.08 | 0.032 |
| 35 | 8.750 | 249.90 | 0.040 |
| 36 | 9.000 | 249.96 | 0.016 |
| 37 | 9.250 | 250.17 | 0.068 |
| 38 | 9.500 | 249.80 | 0.080 |
| 39 | 9.750 | 250.16 | 0.064 |
| 40 | 10.000 | 249.92 | 0.032 |
| 41 | 10.250 | 250.06 | 0.024 |
| 42 | 10.500 | 249.99 | 0.004 |
| 43 | 10.750 | 249.98 | 0.008 |
| 44 | 11.000 | 249.96 | 0.016 |
| 45 | 11.250 | 249.89 | 0.044 |
| 46 | 11.500 | 250.15 | 0.060 |
| 47 | 11.750 | 250.21 | 0.084 |
| 48 | 12.000 | 249.88 | 0.048 |
| 49 | 12.250 | 249.79 | 0.084 |
| 50 | 12.500 | 250.33 | 0.132 |
| 51 | 12.750 | 249.95 | 0.020 |
| 52 | 13.000 | 249.93 | 0.028 |
| 53 | 13.250 | 249.94 | 0.024 |
| 54 | 13.500 | 250.17 | 0.068 |
| 55 | 13.750 | 249.64 | 0.144 |
| 56 | 14.000 | 250.02 | 0.008 |
| 57 | 14.250 | 250.15 | 0.060 |
| 58 | 14.500 | 249.77 | 0.092 |
| 59 | 14.750 | 250.24 | 0.096 |
| 60 | 15.000 | 249.90 | 0.040 |
| 61 | 15.250 | 250.01 | 0.004 |
| 62 | 15.500 | 250.10 | 0.040 |
| 63 | 15.750 | 250.10 | 0.040 |
| 64 | 16.000 | 249.83 | 0.068 |
| 65 | 16.250 | 250.04 | 0.016 |
| 66 | 16.500 | 250.11 | 0.044 |
| 67 | 16.750 | 250.01 | 0.004 |
| 68 | 17.000 | 249.93 | 0.028 |
| 69 | 17.250 | 249.96 | 0.016 |
| 70 | 17.500 | 249.89 | 0.044 |
| 71 | 17.750 | 250.13 | 0.052 |
| 72 | 18.000 | 249.97 | 0.012 |
| 73 | 18.250 | 250.15 | 0.060 |
| 74 | 18.500 | 249.85 | 0.060 |
| 75 | 18.750 | 249.86 | 0.056 |
| 76 | 19.000 | 249.95 | 0.020 |
| 77 | 19.250 | 250.02 | 0.008 |
| 78 | 19.500 | 250.12 | 0.048 |
| 79 | 19.750 | 250.17 | 0.068 |
| 80 | 20.000 | 249.83 | 0.068 |
| 81 | 20.250 | 249.87 | 0.052 |
| 82 | 20.500 | 250.08 | 0.032 |
| 83 | 20.750 | 249.92 | 0.032 |
| 84 | 21.000 | 250.06 | 0.024 |
| 85 | 21.250 | 250.19 | 0.076 |
| 86 | 21.500 | 250.10 | 0.040 |
| 87 | 21.750 | 249.85 | 0.060 |
| 88 | 22.000 | 249.92 | 0.032 |
| 89 | 22.250 | 250.08 | 0.032 |
| 90 | 22.500 | 249.95 | 0.020 |
| 91 | 22.750 | 250.14 | 0.056 |
| 92 | 23.000 | 250.01 | 0.004 |
| 93 | 23.250 | 249.90 | 0.040 |
| 94 | 23.500 | 249.97 | 0.012 |
| 95 | 23.750 | 249.94 | 0.024 |
| 96 | 24.000 | 250.22 | 0.088 |
| 97 | 24.250 | 249.80 | 0.080 |
| 98 | 24.500 | 250.17 | 0.068 |
| 99 | 24.750 | 249.72 | 0.112 |
| 100 | 25.000 | 250.29 | 0.116 |
| 101 | 25.250 | 250.02 | 0.008 |
| 102 | 25.500 | 249.91 | 0.036 |
| 103 | 25.750 | 249.86 | 0.056 |
| 104 | 26.000 | 249.98 | 0.008 |
| 105 | 26.250 | 250.01 | 0.004 |
| 106 | 26.500 | 250.34 | 0.136 |
| 107 | 26.750 | 249.84 | 0.064 |
| 108 | 27.000 | 249.84 | 0.064 |
| 109 | 27.250 | 249.90 | 0.040 |
| 110 | 27.500 | 250.04 | 0.016 |
| 111 | 27.750 | 250.13 | 0.052 |
| 112 | 28.000 | 250.09 | 0.036 |
| 113 | 28.250 | 249.91 | 0.036 |
| 114 | 28.500 | 250.08 | 0.032 |
| 115 | 28.750 | 249.98 | 0.008 |
| 116 | 29.000 | 249.68 | 0.128 |
| 117 | 29.250 | 250.26 | 0.104 |
| 118 | 29.500 | 250.01 | 0.004 |
| 119 | 29.750 | 250.01 | 0.004 |
| 120 | 30.000 | 250.12 | 0.048 |
| 121 | 30.250 | 249.76 | 0.096 |
| 122 | 30.500 | 250.10 | 0.040 |
| 123 | 30.750 | 250.05 | 0.020 |
| 124 | 31.000 | 250.02 | 0.008 |
| 125 | 31.250 | 249.98 | 0.008 |
| 126 | 31.500 | 250.22 | 0.088 |
| 127 | 31.750 | 249.79 | 0.084 |
| 128 | 32.000 | 249.86 | 0.056 |
| 129 | 32.250 | 250.04 | 0.016 |
| 130 | 32.500 | 249.93 | 0.028 |
| 131 | 32.750 | 250.26 | 0.104 |
| 132 | 33.000 | 249.78 | 0.088 |
| 133 | 33.250 | 250.07 | 0.028 |
| 134 | 33.500 | 249.98 | 0.008 |
| 135 | 33.750 | 250.08 | 0.032 |
| 136 | 34.000 | 249.82 | 0.072 |
| 137 | 34.250 | 250.01 | 0.004 |
| 138 | 34.500 | 250.18 | 0.072 |
| 139 | 34.750 | 250.09 | 0.036 |
| 140 | 35.000 | 249.89 | 0.044 |
| 141 | 35.250 | 249.83 | 0.068 |
| 142 | 35.500 | 250.14 | 0.056 |
| 143 | 35.750 | 249.96 | 0.016 |
| 144 | 36.000 | 249.98 | 0.008 |
| 145 | 36.250 | 250.05 | 0.020 |
| 146 | 36.500 | 249.93 | 0.028 |
| 147 | 36.750 | 250.01 | 0.004 |
| 148 | 37.000 | 250.11 | 0.044 |
| 149 | 37.250 | 250.07 | 0.028 |
| 150 | 37.500 | 250.04 | 0.016 |
| 151 | 37.750 | 249.83 | 0.068 |
| 152 | 38.000 | 249.98 | 0.008 |
| 153 | 38.250 | 249.96 | 0.016 |
| 154 | 38.500 | 249.91 | 0.036 |
| 155 | 38.750 | 249.96 | 0.016 |
| 156 | 39.000 | 250.21 | 0.084 |
| 157 | 39.250 | 249.85 | 0.060 |
| 158 | 39.500 | 250.25 | 0.100 |
| 159 | 39.750 | 250.05 | 0.020 |
| 160 | 40.000 | 249.79 | 0.084 |
| 161 | 40.250 | 250.06 | 0.024 |
| 162 | 40.500 | 250.08 | 0.032 |
| 163 | 40.750 | 249.94 | 0.024 |
| 164 | 41.000 | 250.05 | 0.020 |
| 165 | 41.250 | 250.07 | 0.028 |
| 166 | 41.500 | 249.86 | 0.056 |
| 167 | 41.750 | 250.01 | 0.004 |
| 168 | 42.000 | 249.72 | 0.112 |
| 169 | 42.250 | 250.42 | 0.168 |
| 170 | 42.500 | 249.99 | 0.004 |
| 171 | 42.750 | 250.01 | 0.004 |
| 172 | 43.000 | 250.01 | 0.004 |
| 173 | 43.250 | 249.83 | 0.068 |
| 174 | 43.500 | 250.11 | 0.044 |
| 175 | 43.750 | 249.96 | 0.016 |
| 176 | 44.000 | 249.89 | 0.044 |
| 177 | 44.250 | 250.17 | 0.068 |
| 178 | 44.500 | 250.08 | 0.032 |
| 179 | 44.750 | 249.74 | 0.104 |
| 180 | 45.000 | 249.85 | 0.060 |
| 181 | 45.250 | 250.11 | 0.044 |
| 182 | 45.500 | 249.96 | 0.016 |
| 183 | 45.750 | 250.18 | 0.072 |
| 184 | 46.000 | 249.82 | 0.072 |
| 185 | 46.250 | 250.19 | 0.076 |
| 186 | 46.500 | 250.03 | 0.012 |
| 187 | 46.750 | 249.79 | 0.084 |
| 188 | 47.000 | 250.27 | 0.108 |
| 189 | 47.250 | 249.93 | 0.028 |
| 190 | 47.500 | 249.81 | 0.076 |
| 191 | 47.750 | 250.08 | 0.032 |
| 192 | 48.000 | 249.85 | 0.060 |
| 193 | 48.250 | 250.10 | 0.040 |
| 194 | 48.500 | 250.20 | 0.080 |
| 195 | 48.750 | 249.88 | 0.048 |
| 196 | 49.000 | 249.95 | 0.020 |
| 197 | 49.250 | 250.02 | 0.008 |
| 198 | 49.500 | 250.01 | 0.004 |
| 199 | 49.750 | 249.97 | 0.012 |
| 200 | 50.000 | 249.96 | 0.016 |
| 201 | 50.250 | 250.11 | 0.044 |
| 202 | 50.500 | 249.84 | 0.064 |
| 203 | 50.750 | 250.18 | 0.072 |
| 204 | 51.000 | 249.94 | 0.024 |
| 205 | 51.250 | 249.98 | 0.008 |
| 206 | 51.500 | 250.19 | 0.076 |
| 207 | 51.750 | 249.92 | 0.032 |
| 208 | 52.000 | 249.86 | 0.056 |
| 209 | 52.250 | 250.07 | 0.028 |
| 210 | 52.500 | 250.14 | 0.056 |
| 211 | 52.750 | 249.88 | 0.048 |
| 212 | 53.000 | 249.80 | 0.080 |
| 213 | 53.250 | 250.10 | 0.040 |
| 214 | 53.500 | 249.92 | 0.032 |
| 215 | 53.750 | 250.36 | 0.144 |
| 216 | 54.000 | 249.99 | 0.004 |
| 217 | 54.250 | 249.84 | 0.064 |
| 218 | 54.500 | 250.12 | 0.048 |
| 219 | 54.750 | 249.86 | 0.056 |
| 220 | 55.000 | 249.90 | 0.040 |
| 221 | 55.250 | 250.16 | 0.064 |
| 222 | 55.500 | 249.85 | 0.060 |
| 223 | 55.750 | 250.12 | 0.048 |
| 224 | 56.000 | 250.17 | 0.068 |
| 225 | 56.250 | 249.83 | 0.068 |
| 226 | 56.500 | 249.95 | 0.020 |
| 227 | 56.750 | 250.18 | 0.072 |
| 228 | 57.000 | 249.93 | 0.028 |
| 229 | 57.250 | 249.75 | 0.100 |
| 230 | 57.500 | 250.01 | 0.004 |
| 231 | 57.750 | 250.11 | 0.044 |
| 232 | 58.000 | 250.16 | 0.064 |
| 233 | 58.250 | 249.76 | 0.096 |
| 234 | 58.500 | 249.94 | 0.024 |
| 235 | 58.750 | 250.29 | 0.116 |
| 236 | 59.000 | 249.95 | 0.020 |
| 237 | 59.250 | 249.87 | 0.052 |
| 238 | 59.500 | 250.08 | 0.032 |
| 239 | 59.750 | 250.01 | 0.004 |
| 240 | 60.000 | 250.06 | 0.024 |
| 241 | 60.250 | 250.05 | 0.020 |
| 242 | 60.500 | 249.96 | 0.016 |
| 243 | 60.750 | 250.02 | 0.008 |
| 244 | 61.000 | 249.61 | 0.156 |
| 245 | 61.250 | 250.36 | 0.144 |
| 246 | 61.500 | 249.96 | 0.016 |
| 247 | 61.750 | 249.96 | 0.016 |
| 248 | 62.000 | 250.10 | 0.040 |
| 249 | 62.250 | 249.76 | 0.096 |
| 250 | 62.500 | 250.27 | 0.108 |
| 251 | 62.750 | 249.74 | 0.104 |
| 252 | 63.000 | 250.17 | 0.068 |
| 253 | 63.250 | 250.11 | 0.044 |
| 254 | 63.500 | 249.89 | 0.044 |
| 255 | 63.750 | 249.93 | 0.028 |
| 256 | 64.000 | 250.05 | 0.020 |
| 257 | 64.250 | 250.04 | 0.016 |
| 258 | 64.500 | 249.77 | 0.092 |
| 259 | 64.750 | 250.19 | 0.076 |
| 260 | 65.000 | 249.90 | 0.040 |
| 261 | 65.250 | 250.15 | 0.060 |
| 262 | 65.500 | 249.99 | 0.004 |
| 263 | 65.750 | 249.89 | 0.044 |
| 264 | 66.000 | 250.11 | 0.044 |
| 265 | 66.250 | 249.97 | 0.012 |
| 266 | 66.500 | 249.83 | 0.068 |
| 267 | 66.750 | 250.13 | 0.052 |
| 268 | 67.000 | 250.01 | 0.004 |
| 269 | 67.250 | 249.74 | 0.104 |
| 270 | 67.500 | 250.15 | 0.060 |
| 271 | 67.750 | 250.21 | 0.084 |
| 272 | 68.000 | 249.69 | 0.124 |
| 273 | 68.250 | 250.10 | 0.040 |
| 274 | 68.500 | 250.00 | 0.000 |
| 275 | 68.750 | 250.02 | 0.008 |
| 276 | 69.000 | 249.91 | 0.036 |
| 277 | 69.250 | 250.11 | 0.044 |
| 278 | 69.500 | 250.04 | 0.016 |
| 279 | 69.750 | 249.86 | 0.056 |
| 280 | 70.000 | 250.19 | 0.076 |
| 281 | 70.250 | 249.88 | 0.048 |
| 282 | 70.500 | 250.04 | 0.016 |
| 283 | 70.750 | 250.09 | 0.036 |
| 284 | 71.000 | 249.85 | 0.060 |
| 285 | 71.250 | 249.97 | 0.012 |
| 286 | 71.500 | 249.86 | 0.056 |
| 287 | 71.750 | 250.17 | 0.068 |
| 288 | 72.000 | 250.06 | 0.024 |
| 289 | 72.250 | 249.89 | 0.044 |
| 290 | 72.500 | 250.27 | 0.108 |
| 291 | 72.750 | 250.01 | 0.004 |
| 292 | 73.000 | 249.83 | 0.068 |
| 293 | 73.250 | 250.10 | 0.040 |
| 294 | 73.500 | 249.91 | 0.036 |
| 295 | 73.750 | 250.11 | 0.044 |
| 296 | 74.000 | 249.92 | 0.032 |
| 297 | 74.250 | 249.92 | 0.032 |
| 298 | 74.500 | 249.86 | 0.056 |
| 299 | 74.750 | 250.15 | 0.060 |
| 300 | 75.000 | 250.14 | 0.056 |
| 301 | 75.250 | 249.74 | 0.104 |
| 302 | 75.500 | 250.34 | 0.136 |
| 303 | 75.750 | 249.63 | 0.148 |
| 304 | 76.000 | 250.24 | 0.096 |
| 305 | 76.250 | 250.02 | 0.008 |
| 306 | 76.500 | 249.99 | 0.004 |
| 307 | 76.750 | 249.84 | 0.064 |
| 308 | 77.000 | 250.23 | 0.092 |
| 309 | 77.250 | 249.89 | 0.044 |
| 310 | 77.500 | 249.99 | 0.004 |
| 311 | 77.750 | 249.87 | 0.052 |
| 312 | 78.000 | 250.02 | 0.008 |
| 313 | 78.250 | 250.17 | 0.068 |
| 314 | 78.500 | 249.85 | 0.060 |
| 315 | 78.750 | 250.13 | 0.052 |
| 316 | 79.000 | 249.94 | 0.024 |
| 317 | 79.250 | 249.84 | 0.064 |
| 318 | 79.500 | 250.26 | 0.104 |
| 319 | 79.750 | 249.76 | 0.096 |
| 320 | 80.000 | 249.89 | 0.044 |
| 321 | 80.250 | 250.26 | 0.104 |
| 322 | 80.500 | 250.03 | 0.012 |
| 323 | 80.750 | 249.87 | 0.052 |
| 324 | 81.000 | 250.10 | 0.040 |
| 325 | 81.250 | 250.05 | 0.020 |
| 326 | 81.500 | 250.08 | 0.032 |
| 327 | 81.750 | 249.77 | 0.092 |
| 328 | 82.000 | 250.20 | 0.080 |
| 329 | 82.250 | 249.98 | 0.008 |
| 330 | 82.500 | 249.90 | 0.040 |
| 331 | 82.750 | 250.17 | 0.068 |
| 332 | 83.000 | 250.02 | 0.008 |
| 333 | 83.250 | 249.88 | 0.048 |
| 334 | 83.500 | 249.92 | 0.032 |
| 335 | 83.750 | 250.14 | 0.056 |
| 336 | 84.000 | 249.88 | 0.048 |
| 337 | 84.250 | 250.04 | 0.016 |
| 338 | 84.500 | 250.02 | 0.008 |
| 339 | 84.750 | 249.85 | 0.060 |
| 340 | 85.000 | 250.20 | 0.080 |
| 341 | 85.250 | 249.93 | 0.028 |
| 342 | 85.500 | 250.05 | 0.020 |
| 343 | 85.750 | 249.88 | 0.048 |
| 344 | 86.000 | 250.08 | 0.032 |
| 345 | 86.250 | 250.20 | 0.080 |
| 346 | 86.500 | 249.68 | 0.128 |
| 347 | 86.750 | 250.08 | 0.032 |
| 348 | 87.000 | 250.07 | 0.028 |
| 349 | 87.250 | 249.84 | 0.064 |
| 350 | 87.500 | 250.13 | 0.052 |
| 351 | 87.750 | 250.04 | 0.016 |
| 352 | 88.000 | 249.97 | 0.012 |
| 353 | 88.250 | 250.02 | 0.008 |
| 354 | 88.500 | 249.92 | 0.032 |
| 355 | 88.750 | 250.06 | 0.024 |
| 356 | 89.000 | 250.05 | 0.020 |
| 357 | 89.250 | 249.80 | 0.080 |
| 358 | 89.500 | 250.13 | 0.052 |
| 359 | 89.750 | 250.08 | 0.032 |
| 360 | 90.000 | 249.85 | 0.060 |
| 361 | 90.250 | 250.06 | 0.024 |
| 362 | 90.500 | 250.07 | 0.028 |
| 363 | 90.750 | 250.03 | 0.012 |
| 364 | 91.000 | 249.90 | 0.040 |
| 365 | 91.250 | 250.13 | 0.052 |
| 366 | 91.500 | 249.96 | 0.016 |
| 367 | 91.750 | 249.79 | 0.084 |
| 368 | 92.000 | 250.23 | 0.092 |
| 369 | 92.250 | 249.99 | 0.004 |
| 370 | 92.500 | 249.88 | 0.048 |
| 371 | 92.750 | 249.86 | 0.056 |
| 372 | 93.000 | 250.03 | 0.012 |
| 373 | 93.250 | 250.23 | 0.092 |
| 374 | 93.500 | 249.95 | 0.020 |
| 375 | 93.750 | 249.83 | 0.068 |
| 376 | 94.000 | 250.04 | 0.016 |
| 377 | 94.250 | 250.01 | 0.004 |
| 378 | 94.500 | 250.08 | 0.032 |
| 379 | 94.750 | 250.07 | 0.028 |
| 380 | 95.000 | 250.07 | 0.028 |
| 381 | 95.250 | 249.97 | 0.012 |
| 382 | 95.500 | 249.98 | 0.008 |
| 383 | 95.750 | 249.90 | 0.040 |
| 384 | 96.000 | 249.96 | 0.016 |
| 385 | 96.250 | 249.87 | 0.052 |
| 386 | 96.500 | 250.15 | 0.060 |
| 387 | 96.750 | 250.01 | 0.004 |
| 388 | 97.000 | 249.96 | 0.016 |
| 389 | 97.250 | 250.05 | 0.020 |
| 390 | 97.500 | 249.99 | 0.004 |
| 391 | 97.750 | 250.15 | 0.060 |
| 392 | 98.000 | 249.92 | 0.032 |
| 393 | 98.250 | 250.08 | 0.032 |
| 394 | 98.500 | 249.68 | 0.128 |
| 395 | 98.750 | 249.98 | 0.008 |
| 396 | 99.000 | 250.26 | 0.104 |
| 397 | 99.250 | 249.99 | 0.004 |
| 398 | 99.500 | 250.13 | 0.052 |
| 399 | 99.750 | 249.78 | 0.088 |
| 400 | 100.000 | 250.10 | 0.040 |
| 401 | 100.250 | 249.98 | 0.008 |
| 402 | 100.500 | 250.02 | 0.008 |
| 403 | 100.750 | 249.82 | 0.072 |
| 404 | 101.000 | 250.10 | 0.040 |
| 405 | 101.250 | 250.07 | 0.028 |
| 406 | 101.500 | 249.99 | 0.004 |
| 407 | 101.750 | 250.00 | 0.000 |
| 408 | 102.000 | 250.03 | 0.012 |
| 409 | 102.250 | 249.89 | 0.044 |
| 410 | 102.500 | 250.11 | 0.044 |
| 411 | 102.750 | 250.12 | 0.048 |
| 412 | 103.000 | 249.74 | 0.104 |
| 413 | 103.250 | 250.10 | 0.040 |
| 414 | 103.500 | 249.88 | 0.048 |
| 415 | 103.750 | 250.20 | 0.080 |
| 416 | 104.000 | 249.96 | 0.016 |
| 417 | 104.250 | 249.89 | 0.044 |
| 418 | 104.500 | 249.93 | 0.028 |
| 419 | 104.750 | 250.28 | 0.112 |
| 420 | 105.000 | 249.83 | 0.068 |
| 421 | 105.250 | 250.08 | 0.032 |
| 422 | 105.500 | 249.98 | 0.008 |
| 423 | 105.750 | 249.88 | 0.048 |
| 424 | 106.000 | 250.19 | 0.076 |
| 425 | 106.250 | 249.79 | 0.084 |
| 426 | 106.500 | 250.16 | 0.064 |
| 427 | 106.750 | 249.93 | 0.028 |
| 428 | 107.000 | 250.08 | 0.032 |
| 429 | 107.250 | 249.94 | 0.024 |
| 430 | 107.500 | 249.86 | 0.056 |
| 431 | 107.750 | 250.11 | 0.044 |
| 432 | 108.000 | 250.08 | 0.032 |
| 433 | 108.250 | 250.12 | 0.048 |
| 434 | 108.500 | 249.67 | 0.132 |
| 435 | 108.750 | 250.27 | 0.108 |
| 436 | 109.000 | 249.98 | 0.008 |
| 437 | 109.250 | 249.75 | 0.100 |
| 438 | 109.500 | 250.06 | 0.024 |
| 439 | 109.750 | 250.17 | 0.068 |
| 440 | 110.000 | 249.73 | 0.108 |
| 441 | 110.250 | 250.14 | 0.056 |
| 442 | 110.500 | 250.13 | 0.052 |
| 443 | 110.750 | 250.02 | 0.008 |
| 444 | 111.000 | 249.99 | 0.004 |
| 445 | 111.250 | 250.02 | 0.008 |
| 446 | 111.500 | 249.84 | 0.064 |
| 447 | 111.750 | 250.14 | 0.056 |
| 448 | 112.000 | 249.88 | 0.048 |
| 449 | 112.250 | 250.08 | 0.032 |
| 450 | 112.500 | 249.86 | 0.056 |
| 451 | 112.750 | 250.02 | 0.008 |
| 452 | 113.000 | 249.89 | 0.044 |
| 453 | 113.250 | 250.28 | 0.112 |
| 454 | 113.500 | 249.86 | 0.056 |
| 455 | 113.750 | 250.10 | 0.040 |
| 456 | 114.000 | 250.07 | 0.028 |
| 457 | 114.250 | 249.68 | 0.128 |
| 458 | 114.500 | 250.26 | 0.104 |
| 459 | 114.750 | 250.10 | 0.040 |
| 460 | 115.000 | 249.86 | 0.056 |
| 461 | 115.250 | 250.04 | 0.016 |
| 462 | 115.500 | 249.92 | 0.032 |
| 463 | 115.750 | 249.97 | 0.012 |
| 464 | 116.000 | 250.18 | 0.072 |
| 465 | 116.250 | 250.05 | 0.020 |
| 466 | 116.500 | 249.76 | 0.096 |
| 467 | 116.750 | 249.97 | 0.012 |
| 468 | 117.000 | 250.14 | 0.056 |
| 469 | 117.250 | 249.75 | 0.100 |
| 470 | 117.500 | 250.30 | 0.120 |
| 471 | 117.750 | 250.08 | 0.032 |
| 472 | 118.000 | 249.75 | 0.100 |
| 473 | 118.250 | 249.98 | 0.008 |
| 474 | 118.500 | 250.18 | 0.072 |
| 475 | 118.750 | 249.91 | 0.036 |
| 476 | 119.000 | 250.00 | 0.000 |
| 477 | 119.250 | 250.00 | 0.000 |
| 478 | 119.500 | 249.98 | 0.008 |
| 479 | 119.750 | 250.08 | 0.032 |
| 480 | 120.000 | 250.11 | 0.044 |
| 481 | 120.250 | 249.84 | 0.064 |
| 482 | 120.500 | 249.94 | 0.024 |
| 483 | 120.750 | 250.18 | 0.072 |
| 484 | 121.000 | 249.73 | 0.108 |
| 485 | 121.250 | 249.98 | 0.008 |
| 486 | 121.500 | 250.24 | 0.096 |
| 487 | 121.750 | 249.79 | 0.084 |
| 488 | 122.000 | 250.04 | 0.016 |
| 489 | 122.250 | 250.08 | 0.032 |
| 490 | 122.500 | 249.78 | 0.088 |
| 491 | 122.750 | 249.98 | 0.008 |
| 492 | 123.000 | 250.12 | 0.048 |
| 493 | 123.250 | 250.05 | 0.020 |
| 494 | 123.500 | 250.02 | 0.008 |
| 495 | 123.750 | 250.04 | 0.016 |
| 496 | 124.000 | 249.98 | 0.008 |
| 497 | 124.250 | 250.11 | 0.044 |
| 498 | 124.500 | 250.05 | 0.020 |
| 499 | 124.750 | 249.86 | 0.056 |
| 500 | 125.000 | 249.98 | 0.008 |
| 501 | 125.250 | 250.17 | 0.068 |
| 502 | 125.500 | 249.78 | 0.088 |
| 503 | 125.750 | 250.14 | 0.056 |
| 504 | 126.000 | 249.93 | 0.028 |
| 505 | 126.250 | 250.10 | 0.040 |
| 506 | 126.500 | 249.74 | 0.104 |
| 507 | 126.750 | 250.05 | 0.020 |
| 508 | 127.000 | 250.13 | 0.052 |
| 509 | 127.250 | 249.96 | 0.016 |
| 510 | 127.500 | 249.93 | 0.028 |
| 511 | 127.750 | 250.07 | 0.028 |
| 512 | 128.000 | 250.07 | 0.028 |
| 513 | 128.250 | 250.13 | 0.052 |
| 514 | 128.500 | 249.83 | 0.068 |
| 515 | 128.750 | 250.07 | 0.028 |
| 516 | 129.000 | 249.90 | 0.040 |
| 517 | 129.250 | 250.08 | 0.032 |
| 518 | 129.500 | 249.90 | 0.040 |
| 519 | 129.750 | 249.98 | 0.008 |
| 520 | 130.000 | 250.08 | 0.032 |
| 521 | 130.250 | 250.22 | 0.088 |
| 522 | 130.500 | 249.74 | 0.104 |
| 523 | 130.750 | 249.99 | 0.004 |
| 524 | 131.000 | 249.95 | 0.020 |
| 525 | 131.250 | 250.06 | 0.024 |
| 526 | 131.500 | 249.99 | 0.004 |
| 527 | 131.750 | 250.01 | 0.004 |
| 528 | 132.000 | 249.94 | 0.024 |
| 529 | 132.250 | 250.15 | 0.060 |
| 530 | 132.500 | 250.08 | 0.032 |
| 531 | 132.750 | 249.89 | 0.044 |
| 532 | 133.000 | 249.84 | 0.064 |
| 533 | 133.250 | 250.33 | 0.132 |
| 534 | 133.500 | 249.85 | 0.060 |
| 535 | 133.750 | 249.84 | 0.064 |
| 536 | 134.000 | 250.04 | 0.016 |
| 537 | 134.250 | 250.03 | 0.012 |
| 538 | 134.500 | 250.07 | 0.028 |
| 539 | 134.750 | 250.11 | 0.044 |
| 540 | 135.000 | 249.95 | 0.020 |
| 541 | 135.250 | 250.01 | 0.004 |
| 542 | 135.500 | 249.85 | 0.060 |
| 543 | 135.750 | 249.93 | 0.028 |
| 544 | 136.000 | 250.04 | 0.016 |
| 545 | 136.250 | 250.02 | 0.008 |
| 546 | 136.500 | 250.22 | 0.088 |
| 547 | 136.750 | 249.83 | 0.068 |
| 548 | 137.000 | 250.09 | 0.036 |
| 549 | 137.250 | 249.95 | 0.020 |
| 550 | 137.500 | 249.95 | 0.020 |
| 551 | 137.750 | 250.13 | 0.052 |
| 552 | 138.000 | 249.87 | 0.052 |
| 553 | 138.250 | 250.07 | 0.028 |
| 554 | 138.500 | 249.98 | 0.008 |
| 555 | 138.750 | 250.04 | 0.016 |
| 556 | 139.000 | 250.05 | 0.020 |
| 557 | 139.250 | 249.99 | 0.004 |
| 558 | 139.500 | 249.79 | 0.084 |
| 559 | 139.750 | 250.18 | 0.072 |
| 560 | 140.000 | 249.95 | 0.020 |
| 561 | 140.250 | 249.99 | 0.004 |
| 562 | 140.500 | 249.95 | 0.020 |
| 563 | 140.750 | 250.12 | 0.048 |
| 564 | 141.000 | 249.99 | 0.004 |
| 565 | 141.250 | 249.91 | 0.036 |
| 566 | 141.500 | 250.00 | 0.000 |
| 567 | 141.750 | 249.92 | 0.032 |
| 568 | 142.000 | 250.01 | 0.004 |
| 569 | 142.250 | 250.18 | 0.072 |
| 570 | 142.500 | 250.02 | 0.008 |
| 571 | 142.750 | 250.05 | 0.020 |
| 572 | 143.000 | 249.90 | 0.040 |
| 573 | 143.250 | 249.90 | 0.040 |
| 574 | 143.500 | 250.24 | 0.096 |
| 575 | 143.750 | 249.74 | 0.104 |
| 576 | 144.000 | 250.11 | 0.044 |
| 577 | 144.250 | 250.01 | 0.004 |
| 578 | 144.500 | 249.99 | 0.004 |
| 579 | 144.750 | 250.15 | 0.060 |
| 580 | 145.000 | 249.86 | 0.056 |
| 581 | 145.250 | 250.17 | 0.068 |
| 582 | 145.500 | 249.67 | 0.132 |
| 583 | 145.750 | 250.15 | 0.060 |
| 584 | 146.000 | 249.90 | 0.040 |
| 585 | 146.250 | 249.93 | 0.028 |
| 586 | 146.500 | 250.21 | 0.084 |
| 587 | 146.750 | 249.86 | 0.056 |
| 588 | 147.000 | 250.10 | 0.040 |
| 589 | 147.250 | 250.04 | 0.016 |
| 590 | 147.500 | 250.08 | 0.032 |
| 591 | 147.750 | 249.92 | 0.032 |
| 592 | 148.000 | 250.05 | 0.020 |
| 593 | 148.250 | 249.87 | 0.052 |
| 594 | 148.500 | 249.93 | 0.028 |
| 595 | 148.750 | 250.15 | 0.060 |
| 596 | 149.000 | 249.90 | 0.040 |
| 597 | 149.250 | 249.99 | 0.004 |
| 598 | 149.500 | 250.17 | 0.068 |
| 599 | 149.750 | 249.74 | 0.104 |
| 600 | 150.000 | 250.21 | 0.084 |
| 601 | 150.250 | 249.84 | 0.064 |
| 602 | 150.500 | 249.97 | 0.012 |
| 603 | 150.750 | 250.18 | 0.072 |
| 604 | 151.000 | 250.08 | 0.032 |
| 605 | 151.250 | 249.78 | 0.088 |
| 606 | 151.500 | 249.88 | 0.048 |
| 607 | 151.750 | 250.15 | 0.060 |
| 608 | 152.000 | 249.92 | 0.032 |
| 609 | 152.250 | 250.01 | 0.004 |
| 610 | 152.500 | 250.00 | 0.000 |
| 611 | 152.750 | 250.19 | 0.076 |
| 612 | 153.000 | 249.86 | 0.056 |
| 613 | 153.250 | 250.11 | 0.044 |
| 614 | 153.500 | 249.74 | 0.104 |
| 615 | 153.750 | 250.12 | 0.048 |
| 616 | 154.000 | 250.04 | 0.016 |
| 617 | 154.250 | 250.05 | 0.020 |
| 618 | 154.500 | 250.07 | 0.028 |
| 619 | 154.750 | 249.84 | 0.064 |
| 620 | 155.000 | 250.20 | 0.080 |
| 621 | 155.250 | 249.86 | 0.056 |
| 622 | 155.500 | 249.96 | 0.016 |
| 623 | 155.750 | 249.86 | 0.056 |
| 624 | 156.000 | 250.13 | 0.052 |
| 625 | 156.250 | 250.11 | 0.044 |
| 626 | 156.500 | 250.11 | 0.044 |
| 627 | 156.750 | 249.88 | 0.048 |
| 628 | 157.000 | 250.03 | 0.012 |
| 629 | 157.250 | 249.80 | 0.080 |
| 630 | 157.500 | 250.21 | 0.084 |
| 631 | 157.750 | 249.98 | 0.008 |
| 632 | 158.000 | 250.04 | 0.016 |
| 633 | 158.250 | 249.73 | 0.108 |
| 634 | 158.500 | 250.16 | 0.064 |
| 635 | 158.750 | 250.15 | 0.060 |
| 636 | 159.000 | 249.68 | 0.128 |
| 637 | 159.250 | 250.11 | 0.044 |
| 638 | 159.500 | 250.15 | 0.060 |
| 639 | 159.750 | 249.88 | 0.048 |
| 640 | 160.000 | 250.02 | 0.008 |
| 641 | 160.250 | 249.96 | 0.016 |
| 642 | 160.500 | 250.20 | 0.080 |
| 643 | 160.750 | 249.88 | 0.048 |
| 644 | 161.000 | 250.10 | 0.040 |
| 645 | 161.250 | 249.79 | 0.084 |
| 646 | 161.500 | 250.01 | 0.004 |
| 647 | 161.750 | 250.19 | 0.076 |
| 648 | 162.000 | 250.14 | 0.056 |
| 649 | 162.250 | 249.82 | 0.072 |
| 650 | 162.500 | 249.89 | 0.044 |
| 651 | 162.750 | 250.05 | 0.020 |
| 652 | 163.000 | 250.19 | 0.076 |
| 653 | 163.250 | 249.83 | 0.068 |
| 654 | 163.500 | 250.03 | 0.012 |
| 655 | 163.750 | 249.82 | 0.072 |
| 656 | 164.000 | 250.26 | 0.104 |
| 657 | 164.250 | 249.79 | 0.084 |
| 658 | 164.500 | 249.99 | 0.004 |
| 659 | 164.750 | 250.11 | 0.044 |
| 660 | 165.000 | 250.05 | 0.020 |
| 661 | 165.250 | 249.79 | 0.084 |
| 662 | 165.500 | 249.98 | 0.008 |
| 663 | 165.750 | 250.20 | 0.080 |
| 664 | 166.000 | 249.86 | 0.056 |
| 665 | 166.250 | 250.02 | 0.008 |
| 666 | 166.500 | 250.17 | 0.068 |
| 667 | 166.750 | 249.88 | 0.048 |
| 668 | 167.000 | 250.11 | 0.044 |
| 669 | 167.250 | 249.95 | 0.020 |
| 670 | 167.500 | 249.83 | 0.068 |
| 671 | 167.750 | 250.21 | 0.084 |
| 672 | 168.000 | 250.08 | 0.032 |
| 673 | 168.250 | 249.90 | 0.040 |
| 674 | 168.500 | 249.99 | 0.004 |
| 675 | 168.750 | 249.96 | 0.016 |
| 676 | 169.000 | 250.01 | 0.004 |
| 677 | 169.250 | 250.07 | 0.028 |
| 678 | 169.500 | 249.88 | 0.048 |
| 679 | 169.750 | 249.92 | 0.032 |
| 680 | 170.000 | 250.15 | 0.060 |
| 681 | 170.250 | 250.03 | 0.012 |
| 682 | 170.500 | 249.88 | 0.048 |
| 683 | 170.750 | 249.94 | 0.024 |
| 684 | 171.000 | 250.15 | 0.060 |
| 685 | 171.250 | 250.02 | 0.008 |
| 686 | 171.500 | 249.89 | 0.044 |
| 687 | 171.750 | 249.98 | 0.008 |
| 688 | 172.000 | 249.97 | 0.012 |
| 689 | 172.250 | 250.24 | 0.096 |
| 690 | 172.500 | 249.92 | 0.032 |
| 691 | 172.750 | 249.80 | 0.080 |
| 692 | 173.000 | 250.36 | 0.144 |
| 693 | 173.250 | 249.65 | 0.140 |
| 694 | 173.500 | 250.22 | 0.088 |
| 695 | 173.750 | 249.83 | 0.068 |
| 696 | 174.000 | 250.25 | 0.100 |
| 697 | 174.250 | 249.76 | 0.096 |
| 698 | 174.500 | 250.20 | 0.080 |
| 699 | 174.750 | 249.77 | 0.092 |
| 700 | 175.000 | 250.10 | 0.040 |
| 701 | 175.250 | 250.05 | 0.020 |
| 702 | 175.500 | 249.77 | 0.092 |
| 703 | 175.750 | 250.18 | 0.072 |
| 704 | 176.000 | 249.80 | 0.080 |
| 705 | 176.250 | 250.11 | 0.044 |
| 706 | 176.500 | 250.23 | 0.092 |
| 707 | 176.750 | 249.85 | 0.060 |
| 708 | 177.000 | 249.77 | 0.092 |
| 709 | 177.250 | 250.04 | 0.016 |
| 710 | 177.500 | 250.48 | 0.192 |
| 711 | 177.750 | 249.68 | 0.128 |
| 712 | 178.000 | 249.93 | 0.028 |
| 713 | 178.250 | 250.30 | 0.120 |
| 714 | 178.500 | 249.76 | 0.096 |
| 715 | 178.750 | 250.05 | 0.020 |
| 716 | 179.000 | 250.01 | 0.004 |
| 717 | 179.250 | 250.07 | 0.028 |
| 718 | 179.500 | 249.86 | 0.056 |
| 719 | 179.750 | 250.18 | 0.072 |
| 720 | 180.000 | 249.90 | 0.040 |
| 721 | 180.250 | 249.95 | 0.020 |
| 722 | 180.500 | 250.11 | 0.044 |
| 723 | 180.750 | 249.80 | 0.080 |
| 724 | 181.000 | 250.06 | 0.024 |
| 725 | 181.250 | 249.84 | 0.064 |
| 726 | 181.500 | 250.28 | 0.112 |
| 727 | 181.750 | 249.85 | 0.060 |
| 728 | 182.000 | 250.16 | 0.064 |
| 729 | 182.250 | 249.86 | 0.056 |
| 730 | 182.500 | 250.09 | 0.036 |
| 731 | 182.750 | 250.21 | 0.084 |
| 732 | 183.000 | 249.73 | 0.108 |
| 733 | 183.250 | 250.26 | 0.104 |
| 734 | 183.500 | 249.79 | 0.084 |
| 735 | 183.750 | 249.83 | 0.068 |
| 736 | 184.000 | 250.14 | 0.056 |
| 737 | 184.250 | 250.21 | 0.084 |
| 738 | 184.500 | 249.82 | 0.072 |
| 739 | 184.750 | 250.05 | 0.020 |
| 740 | 185.000 | 249.95 | 0.020 |
| 741 | 185.250 | 250.02 | 0.008 |
| 742 | 185.500 | 250.03 | 0.012 |
| 743 | 185.750 | 249.73 | 0.108 |
| 744 | 186.000 | 250.20 | 0.080 |
| 745 | 186.250 | 250.10 | 0.040 |
| 746 | 186.500 | 249.98 | 0.008 |
| 747 | 186.750 | 249.80 | 0.080 |
| 748 | 187.000 | 250.09 | 0.036 |
| 749 | 187.250 | 250.26 | 0.104 |
| 750 | 187.500 | 249.67 | 0.132 |
| 751 | 187.750 | 250.20 | 0.080 |
| 752 | 188.000 | 249.90 | 0.040 |
| 753 | 188.250 | 249.99 | 0.004 |
| 754 | 188.500 | 250.14 | 0.056 |
| 755 | 188.750 | 249.91 | 0.036 |
| 756 | 189.000 | 249.80 | 0.080 |
| 757 | 189.250 | 250.32 | 0.128 |
| 758 | 189.500 | 250.10 | 0.040 |
| 759 | 189.750 | 249.66 | 0.136 |
| 760 | 190.000 | 250.22 | 0.088 |
| 761 | 190.250 | 249.90 | 0.040 |
| 762 | 190.500 | 250.05 | 0.020 |
| 763 | 190.750 | 250.08 | 0.032 |
| 764 | 191.000 | 249.70 | 0.120 |
| 765 | 191.250 | 250.07 | 0.028 |
| 766 | 191.500 | 250.02 | 0.008 |
| 767 | 191.750 | 250.16 | 0.064 |
| 768 | 192.000 | 249.85 | 0.060 |
| 769 | 192.250 | 249.95 | 0.020 |
| 770 | 192.500 | 250.05 | 0.020 |
| 771 | 192.750 | 250.15 | 0.060 |
| 772 | 193.000 | 249.86 | 0.056 |
| 773 | 193.250 | 250.04 | 0.016 |
| 774 | 193.500 | 250.26 | 0.104 |
| 775 | 193.750 | 249.58 | 0.168 |
| 776 | 194.000 | 250.03 | 0.012 |
| 777 | 194.250 | 250.07 | 0.028 |
| 778 | 194.500 | 249.96 | 0.016 |
| 779 | 194.750 | 250.22 | 0.088 |
| 780 | 195.000 | 250.04 | 0.016 |
| 781 | 195.250 | 249.99 | 0.004 |
| 782 | 195.500 | 249.76 | 0.096 |
| 783 | 195.750 | 249.97 | 0.012 |
| 784 | 196.000 | 250.00 | 0.000 |
| 785 | 196.250 | 249.96 | 0.016 |
| 786 | 196.500 | 250.20 | 0.080 |
| 787 | 196.750 | 250.00 | 0.000 |
| 788 | 197.000 | 249.98 | 0.008 |
| 789 | 197.250 | 250.17 | 0.068 |
| 790 | 197.500 | 249.79 | 0.084 |
| 791 | 197.750 | 249.98 | 0.008 |
| 792 | 198.000 | 250.19 | 0.076 |
| 793 | 198.250 | 249.66 | 0.136 |
| 794 | 198.500 | 250.27 | 0.108 |
| 795 | 198.750 | 250.13 | 0.052 |
| 796 | 199.000 | 249.79 | 0.084 |
| 797 | 199.250 | 250.06 | 0.024 |
| 798 | 199.500 | 250.01 | 0.004 |
| 799 | 199.750 | 249.76 | 0.096 |
| 800 | 200.000 | 250.29 | 0.116 |
| 801 | 200.250 | 250.04 | 0.016 |
| 802 | 200.500 | 249.58 | 0.168 |
| 803 | 200.750 | 250.30 | 0.120 |
| 804 | 201.000 | 250.02 | 0.008 |
| 805 | 201.250 | 249.99 | 0.004 |
| 806 | 201.500 | 249.93 | 0.028 |
| 807 | 201.750 | 249.79 | 0.084 |
| 808 | 202.000 | 250.32 | 0.128 |
| 809 | 202.250 | 250.15 | 0.060 |
| 810 | 202.500 | 249.75 | 0.100 |
| 811 | 202.750 | 249.89 | 0.044 |
| 812 | 203.000 | 249.93 | 0.028 |
| 813 | 203.250 | 250.14 | 0.056 |
| 814 | 203.500 | 250.05 | 0.020 |
| 815 | 203.750 | 249.97 | 0.012 |
| 816 | 204.000 | 249.99 | 0.004 |
| 817 | 204.250 | 249.84 | 0.064 |
| 818 | 204.500 | 250.29 | 0.116 |
| 819 | 204.750 | 249.85 | 0.060 |
| 820 | 205.000 | 250.18 | 0.072 |
| 821 | 205.250 | 249.66 | 0.136 |
| 822 | 205.500 | 250.10 | 0.040 |
| 823 | 205.750 | 250.01 | 0.004 |
| 824 | 206.000 | 250.13 | 0.052 |
| 825 | 206.250 | 250.02 | 0.008 |
| 826 | 206.500 | 249.83 | 0.068 |
| 827 | 206.750 | 250.11 | 0.044 |
| 828 | 207.000 | 249.83 | 0.068 |
| 829 | 207.250 | 250.27 | 0.108 |
| 830 | 207.500 | 249.90 | 0.040 |
| 831 | 207.750 | 249.85 | 0.060 |
| 832 | 208.000 | 250.24 | 0.096 |
| 833 | 208.250 | 249.90 | 0.040 |
| 834 | 208.500 | 249.99 | 0.004 |
| 835 | 208.750 | 249.95 | 0.020 |
| 836 | 209.000 | 250.16 | 0.064 |
| 837 | 209.250 | 250.02 | 0.008 |
| 838 | 209.500 | 249.91 | 0.036 |
| 839 | 209.750 | 250.05 | 0.020 |
| 840 | 210.000 | 249.88 | 0.048 |
| 841 | 210.250 | 250.14 | 0.056 |
| 842 | 210.500 | 249.86 | 0.056 |
| 843 | 210.750 | 250.01 | 0.004 |
| 844 | 211.000 | 249.92 | 0.032 |
| 845 | 211.250 | 250.29 | 0.116 |
| 846 | 211.500 | 249.70 | 0.120 |
| 847 | 211.750 | 250.15 | 0.060 |
| 848 | 212.000 | 250.05 | 0.020 |
| 849 | 212.250 | 249.92 | 0.032 |
| 850 | 212.500 | 249.79 | 0.084 |
| 851 | 212.750 | 250.07 | 0.028 |
| 852 | 213.000 | 250.01 | 0.004 |
| 853 | 213.250 | 250.09 | 0.036 |
| 854 | 213.500 | 250.13 | 0.052 |
| 855 | 213.750 | 249.86 | 0.056 |
| 856 | 214.000 | 250.05 | 0.020 |
| 857 | 214.250 | 250.07 | 0.028 |
| 858 | 214.500 | 249.88 | 0.048 |
| 859 | 214.750 | 249.95 | 0.020 |
| 860 | 215.000 | 250.23 | 0.092 |
| 861 | 215.250 | 249.84 | 0.064 |
| 862 | 215.500 | 249.99 | 0.004 |
| 863 | 215.750 | 250.12 | 0.048 |
| 864 | 216.000 | 249.96 | 0.016 |
| 865 | 216.250 | 250.03 | 0.012 |
| 866 | 216.500 | 249.80 | 0.080 |
| 867 | 216.750 | 250.20 | 0.080 |
| 868 | 217.000 | 249.74 | 0.104 |
| 869 | 217.250 | 250.18 | 0.072 |
| 870 | 217.500 | 249.95 | 0.020 |
| 871 | 217.750 | 250.08 | 0.032 |
| 872 | 218.000 | 249.87 | 0.052 |
| 873 | 218.250 | 250.23 | 0.092 |
| 874 | 218.500 | 249.88 | 0.048 |
| 875 | 218.750 | 250.02 | 0.008 |
| 876 | 219.000 | 249.93 | 0.028 |
| 877 | 219.250 | 250.02 | 0.008 |
| 878 | 219.500 | 250.17 | 0.068 |
| 879 | 219.750 | 249.90 | 0.040 |
| 880 | 220.000 | 249.95 | 0.020 |
| 881 | 220.250 | 249.95 | 0.020 |
| 882 | 220.500 | 250.20 | 0.080 |
| 883 | 220.750 | 249.85 | 0.060 |
| 884 | 221.000 | 249.92 | 0.032 |
| 885 | 221.250 | 250.11 | 0.044 |
| 886 | 221.500 | 250.04 | 0.016 |
| 887 | 221.750 | 250.00 | 0.000 |
| 888 | 222.000 | 250.16 | 0.064 |
| 889 | 222.250 | 249.76 | 0.096 |
| 890 | 222.500 | 249.96 | 0.016 |
| 891 | 222.750 | 250.37 | 0.148 |
| 892 | 223.000 | 249.73 | 0.108 |
| 893 | 223.250 | 250.08 | 0.032 |
| 894 | 223.500 | 249.77 | 0.092 |
| 895 | 223.750 | 250.01 | 0.004 |
| 896 | 224.000 | 250.10 | 0.040 |
| 897 | 224.250 | 250.11 | 0.044 |
| 898 | 224.500 | 249.87 | 0.052 |
| 899 | 224.750 | 250.01 | 0.004 |
| 900 | 225.000 | 250.05 | 0.020 |
| 901 | 225.250 | 249.90 | 0.040 |
| 902 | 225.500 | 250.11 | 0.044 |
| 903 | 225.750 | 250.03 | 0.012 |
| 904 | 226.000 | 249.85 | 0.060 |
| 905 | 226.250 | 249.92 | 0.032 |
| 906 | 226.500 | 250.33 | 0.132 |
| 907 | 226.750 | 249.87 | 0.052 |
| 908 | 227.000 | 250.08 | 0.032 |
| 909 | 227.250 | 249.86 | 0.056 |
| 910 | 227.500 | 250.00 | 0.000 |
| 911 | 227.750 | 249.99 | 0.004 |
| 912 | 228.000 | 249.94 | 0.024 |
| 913 | 228.250 | 250.06 | 0.024 |
| 914 | 228.500 | 249.97 | 0.012 |
| 915 | 228.750 | 250.10 | 0.040 |
| 916 | 229.000 | 250.06 | 0.024 |
| 917 | 229.250 | 249.95 | 0.020 |
| 918 | 229.500 | 249.83 | 0.068 |
| 919 | 229.750 | 250.31 | 0.124 |
| 920 | 230.000 | 249.89 | 0.044 |
| 921 | 230.250 | 250.06 | 0.024 |
| 922 | 230.500 | 249.92 | 0.032 |
| 923 | 230.750 | 249.99 | 0.004 |
| 924 | 231.000 | 249.88 | 0.048 |
| 925 | 231.250 | 250.14 | 0.056 |
| 926 | 231.500 | 249.83 | 0.068 |
| 927 | 231.750 | 250.15 | 0.060 |
| 928 | 232.000 | 249.95 | 0.020 |
| 929 | 232.250 | 250.08 | 0.032 |
| 930 | 232.500 | 249.95 | 0.020 |
| 931 | 232.750 | 250.02 | 0.008 |
| 932 | 233.000 | 249.89 | 0.044 |
| 933 | 233.250 | 250.11 | 0.044 |
| 934 | 233.500 | 250.02 | 0.008 |
| 935 | 233.750 | 250.02 | 0.008 |
| 936 | 234.000 | 250.07 | 0.028 |
| 937 | 234.250 | 249.92 | 0.032 |
| 938 | 234.500 | 250.04 | 0.016 |
| 939 | 234.750 | 249.70 | 0.120 |
| 940 | 235.000 | 250.20 | 0.080 |
| 941 | 235.250 | 250.11 | 0.044 |
| 942 | 235.500 | 249.79 | 0.084 |
| 943 | 235.750 | 250.08 | 0.032 |
| 944 | 236.000 | 250.09 | 0.036 |
| 945 | 236.250 | 249.79 | 0.084 |
| 946 | 236.500 | 250.11 | 0.044 |
| 947 | 236.750 | 249.98 | 0.008 |
| 948 | 237.000 | 250.13 | 0.052 |
| 949 | 237.250 | 249.94 | 0.024 |
| 950 | 237.500 | 250.04 | 0.016 |
| 951 | 237.750 | 250.17 | 0.068 |
| 952 | 238.000 | 249.82 | 0.072 |
| 953 | 238.250 | 249.89 | 0.044 |
| 954 | 238.500 | 250.20 | 0.080 |
| 955 | 238.750 | 249.83 | 0.068 |
| 956 | 239.000 | 250.24 | 0.096 |
| 957 | 239.250 | 249.86 | 0.056 |
| 958 | 239.500 | 249.88 | 0.048 |
| 959 | 239.750 | 250.01 | 0.004 |
| 960 | 240.000 | 250.27 | 0.108 |
| 961 | 240.250 | 249.83 | 0.068 |
| 962 | 240.500 | 250.00 | 0.000 |
| 963 | 240.750 | 250.06 | 0.024 |
| 964 | 241.000 | 249.84 | 0.064 |
| 965 | 241.250 | 249.96 | 0.016 |
| 966 | 241.500 | 250.27 | 0.108 |
| 967 | 241.750 | 249.89 | 0.044 |
| 968 | 242.000 | 249.90 | 0.040 |
| 969 | 242.250 | 249.92 | 0.032 |
| 970 | 242.500 | 250.20 | 0.080 |
| 971 | 242.750 | 249.84 | 0.064 |
| 972 | 243.000 | 250.08 | 0.032 |
| 973 | 243.250 | 250.01 | 0.004 |
| 974 | 243.500 | 249.77 | 0.092 |
| 975 | 243.750 | 250.24 | 0.096 |
| 976 | 244.000 | 250.21 | 0.084 |
| 977 | 244.250 | 249.83 | 0.068 |
| 978 | 244.500 | 249.85 | 0.060 |
| 979 | 244.750 | 250.25 | 0.100 |
| 980 | 245.000 | 249.87 | 0.052 |
| 981 | 245.250 | 249.96 | 0.016 |
| 982 | 245.500 | 249.92 | 0.032 |
| 983 | 245.750 | 250.20 | 0.080 |
| 984 | 246.000 | 249.83 | 0.068 |
| 985 | 246.250 | 250.04 | 0.016 |
| 986 | 246.500 | 250.17 | 0.068 |
| 987 | 246.750 | 249.79 | 0.084 |
| 988 | 247.000 | 249.86 | 0.056 |
| 989 | 247.250 | 250.08 | 0.032 |
| 990 | 247.500 | 250.15 | 0.060 |
| 991 | 247.750 | 249.97 | 0.012 |
| 992 | 248.000 | 250.13 | 0.052 |
| 993 | 248.250 | 249.94 | 0.024 |
| 994 | 248.500 | 250.04 | 0.016 |
| 995 | 248.750 | 249.89 | 0.044 |
| 996 | 249.000 | 250.10 | 0.040 |
| 997 | 249.250 | 249.92 | 0.032 |
| 998 | 249.500 | 249.98 | 0.008 |
| 999 | 249.750 | 250.01 | 0.004 |
| 1000 | 250.000 | 249.94 | 0.024 |
| 1001 | 250.250 | 250.10 | 0.040 |
| 1002 | 250.500 | 250.02 | 0.008 |
| 1003 | 250.750 | 249.86 | 0.056 |
| 1004 | 251.000 | 250.13 | 0.052 |
| 1005 | 251.250 | 249.91 | 0.036 |
| 1006 | 251.500 | 250.02 | 0.008 |
| 1007 | 251.750 | 250.06 | 0.024 |
| 1008 | 252.000 | 249.96 | 0.016 |
| 1009 | 252.250 | 249.95 | 0.020 |
| 1010 | 252.500 | 249.93 | 0.028 |
| 1011 | 252.750 | 250.16 | 0.064 |
| 1012 | 253.000 | 249.96 | 0.016 |
| 1013 | 253.250 | 249.88 | 0.048 |
| 1014 | 253.500 | 250.11 | 0.044 |
| 1015 | 253.750 | 249.92 | 0.032 |
| 1016 | 254.000 | 249.90 | 0.040 |
| 1017 | 254.250 | 250.26 | 0.104 |
| 1018 | 254.500 | 249.77 | 0.092 |
| 1019 | 254.750 | 250.12 | 0.048 |
| 1020 | 255.000 | 250.08 | 0.032 |
| 1021 | 255.250 | 249.89 | 0.044 |
| 1022 | 255.500 | 249.98 | 0.008 |
| 1023 | 255.750 | 249.93 | 0.028 |
A 4 kHz loop has just 250 microseconds between iterations. The firmware reads the gyroscope over SPI at 8 kHz, filters every sample, and on every second one estimates attitude and computes motor commands, on a fixed-rate schedule. I characterized the loop’s timing on the board: control-loop jitter stays under 1% at 4 kHz, a deterministic real-time base for closed-loop flight and future GPS and state estimation. The view here is not that measurement but a scheduler simulation that models it: the gyro interrupt and the control task with modeled execution times, stamped the way the firmware’s cycle counter would stamp them. The histogram is narrow and centered on the target, with the trace of simulated intervals beside it.
command and response
Open-loop injections into the control core, simulated on the host; nothing is fed back. Step: the roll-rate setpoint goes from 0 to 200 °/s at 20 ms with the gyro still. P jumps to 0.20, I ramps to its 0.15 clamp by 113.75 ms, D on measurement stays within 0.007, where D on the error would kick to 1.09; the mixer's DShot commands split and the low pair saturates at 48. Noise: a synthetic gyro with a 400 Hz tone; the disturbance's rms falls from 10.382 °/s raw to 3.978 after the pt2 low-pass at 250 Hz and 1.535 with the notch. Sweep: 50 frequencies from 10 to 1600 Hz; the notch at 400 Hz (Q 2.5) reaches -60 dB, and the filter chain is at -26.22 dB by 1600 Hz.
data
| t (ms) | setpoint (°/s) | p | i | d | d on error | m1 | m2 | m3 | m4 |
|---|---|---|---|---|---|---|---|---|---|
| 0.00 | 0 | 0 | -0.0001 | 0.0001 | 0.0001 | 648 | 648 | 648 | 648 |
| 0.25 | 0 | 0.0001 | -0.0001 | 0.0009 | 0.0009 | 646 | 646 | 650 | 650 |
| 0.50 | 0 | 0 | -0.0001 | 0.0004 | 0.0004 | 647 | 647 | 648 | 648 |
| 0.75 | 0 | 0 | -0.0001 | -0.0001 | -0.0001 | 648 | 648 | 647 | 647 |
| 1.00 | 0 | -0.0002 | -0.0001 | -0.0012 | -0.0012 | 651 | 651 | 645 | 645 |
| 1.25 | 0 | -0.0002 | -0.0001 | -0.0008 | -0.0008 | 650 | 650 | 646 | 646 |
| 1.50 | 0 | 0.0001 | -0.0001 | 0.0008 | 0.0008 | 646 | 646 | 649 | 649 |
| 1.75 | 0 | 0.0006 | -0.0001 | 0.0034 | 0.0034 | 640 | 640 | 656 | 656 |
| 2.00 | 0 | 0.0006 | -0.0001 | 0.0031 | 0.0031 | 640 | 640 | 655 | 655 |
| 2.25 | 0 | 0.0002 | -0.0001 | 0.0007 | 0.0007 | 646 | 646 | 649 | 649 |
| 2.50 | 0 | 0.0002 | 0 | 0.0004 | 0.0004 | 647 | 647 | 649 | 649 |
| 2.75 | 0 | 0.0002 | 0 | 0.0003 | 0.0003 | 647 | 647 | 649 | 649 |
| 3.00 | 0 | 0 | 0 | -0.0007 | -0.0007 | 649 | 649 | 646 | 646 |
| 3.25 | 0 | 0.0002 | 0 | 0.0002 | 0.0002 | 647 | 647 | 648 | 648 |
| 3.50 | 0 | 0.0001 | 0 | 0 | 0 | 648 | 648 | 648 | 648 |
| 3.75 | 0 | 0.0002 | 0 | 0.0002 | 0.0002 | 647 | 647 | 648 | 648 |
| 4.00 | 0 | 0.0002 | 0 | 0.0004 | 0.0004 | 647 | 647 | 649 | 649 |
| 4.25 | 0 | 0.0001 | 0 | -0.0001 | -0.0001 | 648 | 648 | 648 | 648 |
| 4.50 | 0 | -0.0001 | 0 | -0.0011 | -0.0011 | 650 | 650 | 645 | 645 |
| 4.75 | 0 | -0.0001 | 0 | -0.0012 | -0.0012 | 650 | 650 | 645 | 645 |
| 5.00 | 0 | 0.0001 | 0 | 0.0003 | 0.0003 | 647 | 647 | 648 | 648 |
| 5.25 | 0 | 0.0001 | 0 | -0.0002 | -0.0002 | 648 | 648 | 647 | 647 |
| 5.50 | 0 | 0.0004 | 0 | 0.0019 | 0.0019 | 643 | 643 | 652 | 652 |
| 5.75 | 0 | 0.0008 | 0 | 0.0033 | 0.0033 | 640 | 640 | 656 | 656 |
| 6.00 | 0 | 0.0008 | 0 | 0.003 | 0.003 | 640 | 640 | 655 | 655 |
| 6.25 | 0 | 0.0003 | 0 | 0 | 0 | 647 | 647 | 648 | 648 |
| 6.50 | 0 | -0.0002 | 0 | -0.0025 | -0.0025 | 653 | 653 | 642 | 642 |
| 6.75 | 0 | -0.0004 | 0 | -0.0036 | -0.0036 | 656 | 656 | 640 | 640 |
| 7.00 | 0 | -0.0004 | 0 | -0.0028 | -0.0028 | 654 | 654 | 641 | 641 |
| 7.25 | 0 | -0.0003 | 0 | -0.0022 | -0.0022 | 653 | 653 | 643 | 643 |
| 7.50 | 0 | -0.0005 | 0 | -0.0028 | -0.0028 | 654 | 654 | 641 | 641 |
| 7.75 | 0 | -0.0004 | 0 | -0.0019 | -0.0019 | 652 | 652 | 643 | 643 |
| 8.00 | 0 | -0.0005 | 0 | -0.0021 | -0.0021 | 653 | 653 | 642 | 642 |
| 8.25 | 0 | -0.0008 | -0.0001 | -0.0036 | -0.0036 | 657 | 657 | 639 | 639 |
| 8.50 | 0 | -0.0008 | -0.0001 | -0.0033 | -0.0033 | 656 | 656 | 639 | 639 |
| 8.75 | 0 | -0.0006 | -0.0001 | -0.0017 | -0.0017 | 652 | 652 | 643 | 643 |
| 9.00 | 0 | -0.0003 | -0.0001 | 0.0002 | 0.0002 | 648 | 648 | 647 | 647 |
| 9.25 | 0 | -0.0001 | -0.0001 | 0.0013 | 0.0013 | 646 | 646 | 650 | 650 |
| 9.50 | 0 | 0 | -0.0001 | 0.002 | 0.002 | 644 | 644 | 652 | 652 |
| 9.75 | 0 | -0.0001 | -0.0001 | 0.0008 | 0.0008 | 646 | 646 | 649 | 649 |
| 10.00 | 0 | -0.0002 | -0.0001 | 0.0003 | 0.0003 | 648 | 648 | 648 | 648 |
| 10.25 | 0 | -0.0001 | -0.0001 | 0.0011 | 0.0011 | 646 | 646 | 650 | 650 |
| 10.50 | 0 | 0.0001 | -0.0001 | 0.0018 | 0.0018 | 644 | 644 | 652 | 652 |
| 10.75 | 0 | 0.0003 | -0.0001 | 0.0028 | 0.0028 | 641 | 641 | 654 | 654 |
| 11.00 | 0 | 0.0002 | -0.0001 | 0.0018 | 0.0018 | 644 | 644 | 652 | 652 |
| 11.25 | 0 | -0.0002 | -0.0001 | -0.0007 | -0.0007 | 650 | 650 | 646 | 646 |
| 11.50 | 0 | -0.0004 | -0.0001 | -0.0019 | -0.0019 | 652 | 652 | 643 | 643 |
| 11.75 | 0 | -0.0006 | -0.0001 | -0.0025 | -0.0025 | 654 | 654 | 641 | 641 |
| 12.00 | 0 | -0.0003 | -0.0001 | -0.0006 | -0.0006 | 650 | 650 | 646 | 646 |
| 12.25 | 0 | 0 | -0.0001 | 0.0009 | 0.0009 | 646 | 646 | 649 | 649 |
| 12.50 | 0 | -0.0002 | -0.0001 | -0.0002 | -0.0002 | 649 | 649 | 647 | 647 |
| 12.75 | 0 | -0.0006 | -0.0001 | -0.002 | -0.002 | 653 | 653 | 642 | 642 |
| 13.00 | 0 | -0.0009 | -0.0001 | -0.0033 | -0.0033 | 656 | 656 | 639 | 639 |
| 13.25 | 0 | -0.0007 | -0.0001 | -0.0023 | -0.0023 | 654 | 654 | 641 | 641 |
| 13.50 | 0 | -0.0003 | -0.0001 | 0.0004 | 0.0004 | 648 | 648 | 648 | 648 |
| 13.75 | 0 | 0 | -0.0001 | 0.0022 | 0.0022 | 643 | 643 | 652 | 652 |
| 14.00 | 0 | 0.0002 | -0.0001 | 0.0028 | 0.0028 | 642 | 642 | 654 | 654 |
| 14.25 | 0 | 0.0002 | -0.0001 | 0.0023 | 0.0023 | 643 | 643 | 653 | 653 |
| 14.50 | 0 | 0.0001 | -0.0001 | 0.0018 | 0.0018 | 644 | 644 | 651 | 651 |
| 14.75 | 0 | 0.0001 | -0.0001 | 0.0014 | 0.0014 | 645 | 645 | 651 | 651 |
| 15.00 | 0 | 0.0003 | -0.0001 | 0.002 | 0.002 | 643 | 643 | 652 | 652 |
| 15.25 | 0 | 0.0001 | -0.0001 | 0.0006 | 0.0006 | 646 | 646 | 649 | 649 |
| 15.50 | 0 | -0.0004 | -0.0001 | -0.0021 | -0.0021 | 653 | 653 | 643 | 643 |
| 15.75 | 0 | -0.0004 | -0.0001 | -0.0019 | -0.0019 | 652 | 652 | 643 | 643 |
| 16.00 | 0 | -0.0005 | -0.0001 | -0.0019 | -0.0019 | 653 | 653 | 643 | 643 |
| 16.25 | 0 | -0.0004 | -0.0001 | -0.0013 | -0.0013 | 651 | 651 | 644 | 644 |
| 16.50 | 0 | -0.0005 | -0.0001 | -0.0014 | -0.0014 | 652 | 652 | 644 | 644 |
| 16.75 | 0 | -0.0004 | -0.0001 | -0.0009 | -0.0009 | 651 | 651 | 645 | 645 |
| 17.00 | 0 | -0.0004 | -0.0001 | -0.0005 | -0.0005 | 650 | 650 | 646 | 646 |
| 17.25 | 0 | -0.0004 | -0.0001 | -0.0007 | -0.0007 | 650 | 650 | 645 | 645 |
| 17.50 | 0 | -0.0003 | -0.0001 | 0.0001 | 0.0001 | 648 | 648 | 647 | 647 |
| 17.75 | 0 | -0.0002 | -0.0001 | 0.0008 | 0.0008 | 647 | 647 | 649 | 649 |
| 18.00 | 0 | -0.0002 | -0.0001 | 0.0006 | 0.0006 | 647 | 647 | 648 | 648 |
| 18.25 | 0 | 0.0003 | -0.0001 | 0.003 | 0.003 | 641 | 641 | 654 | 654 |
| 18.50 | 0 | 0.0002 | -0.0001 | 0.0023 | 0.0023 | 643 | 643 | 653 | 653 |
| 18.75 | 0 | -0.0002 | -0.0001 | -0.0005 | -0.0005 | 649 | 649 | 646 | 646 |
| 19.00 | 0 | -0.0003 | -0.0001 | -0.0009 | -0.0009 | 650 | 650 | 645 | 645 |
| 19.25 | 0 | 0.0001 | -0.0001 | 0.0014 | 0.0014 | 645 | 645 | 650 | 650 |
| 19.50 | 0 | 0.0005 | -0.0001 | 0.0035 | 0.0035 | 640 | 640 | 656 | 656 |
| 19.75 | 0 | 0.0005 | -0.0001 | 0.0033 | 0.0033 | 640 | 640 | 655 | 655 |
| 20.00 | 200 | 0.2004 | 0.0003 | 0.0022 | 1.0882 | 242 | 242 | 1053 | 1053 |
| 20.25 | 200 | 0.2004 | 0.0007 | 0.0018 | 0.9404 | 242 | 242 | 1053 | 1053 |
| 20.50 | 200 | 0.2004 | 0.0011 | 0.0016 | 0.8127 | 242 | 242 | 1054 | 1054 |
| 20.75 | 200 | 0.2006 | 0.0015 | 0.0021 | 0.7032 | 239 | 239 | 1056 | 1056 |
| 21.00 | 200 | 0.2007 | 0.0019 | 0.0026 | 0.6085 | 237 | 237 | 1058 | 1058 |
| 21.25 | 200 | 0.2005 | 0.0023 | 0.0011 | 0.5248 | 240 | 240 | 1055 | 1055 |
| 21.50 | 200 | 0.2002 | 0.0027 | -0.0008 | 0.4518 | 244 | 244 | 1052 | 1052 |
| 21.75 | 200 | 0.1999 | 0.0031 | -0.0024 | 0.3887 | 247 | 247 | 1049 | 1049 |
| 22.00 | 200 | 0.1998 | 0.0035 | -0.0022 | 0.3358 | 246 | 246 | 1050 | 1050 |
| 22.25 | 200 | 0.1999 | 0.0039 | -0.0014 | 0.2908 | 243 | 243 | 1053 | 1053 |
| 22.50 | 200 | 0.1999 | 0.0043 | -0.0011 | 0.2513 | 242 | 242 | 1054 | 1054 |
| 22.75 | 200 | 0.2 | 0.0047 | -0.0008 | 0.2174 | 240 | 240 | 1055 | 1055 |
| 23.00 | 200 | 0.1995 | 0.0051 | -0.003 | 0.1855 | 245 | 245 | 1051 | 1051 |
| 23.25 | 200 | 0.1999 | 0.0055 | -0.0008 | 0.1622 | 239 | 239 | 1057 | 1057 |
| 23.50 | 200 | 0.2003 | 0.0059 | 0.0018 | 0.1427 | 232 | 232 | 1064 | 1064 |
| 23.75 | 200 | 0.2002 | 0.0063 | 0.0008 | 0.1226 | 233 | 233 | 1062 | 1062 |
| 24.00 | 200 | 0.2002 | 0.0067 | 0.0008 | 0.106 | 232 | 232 | 1063 | 1063 |
| 24.25 | 200 | 0.2003 | 0.0071 | 0.0012 | 0.0921 | 231 | 231 | 1065 | 1065 |
| 24.50 | 200 | 0.2002 | 0.0075 | 0.0002 | 0.0788 | 232 | 232 | 1063 | 1063 |
| 24.75 | 200 | 0.2003 | 0.0079 | 0.001 | 0.0689 | 229 | 229 | 1066 | 1066 |
| 25.00 | 200 | 0.2004 | 0.0083 | 0.0011 | 0.0598 | 228 | 228 | 1067 | 1067 |
| 25.25 | 200 | 0.2004 | 0.0087 | 0.0011 | 0.0518 | 227 | 227 | 1068 | 1068 |
| 25.50 | 200 | 0.2004 | 0.0091 | 0.0013 | 0.0452 | 226 | 226 | 1069 | 1069 |
| 25.75 | 200 | 0.2007 | 0.0095 | 0.0023 | 0.0402 | 223 | 223 | 1072 | 1072 |
| 26.00 | 200 | 0.2005 | 0.0099 | 0.0012 | 0.0339 | 225 | 225 | 1071 | 1071 |
| 26.25 | 200 | 0.2002 | 0.0103 | -0.0007 | 0.0276 | 228 | 228 | 1067 | 1067 |
| 26.50 | 200 | 0.2001 | 0.0107 | -0.0013 | 0.0232 | 229 | 229 | 1067 | 1067 |
| 26.75 | 200 | 0.1999 | 0.0111 | -0.002 | 0.0191 | 230 | 230 | 1066 | 1066 |
| 27.00 | 200 | 0.2003 | 0.0115 | 0.0006 | 0.0189 | 223 | 223 | 1072 | 1072 |
| 27.25 | 200 | 0.2001 | 0.0119 | -0.0006 | 0.0152 | 225 | 225 | 1070 | 1070 |
| 27.50 | 200 | 0.2002 | 0.0123 | -0.0004 | 0.0133 | 224 | 224 | 1072 | 1072 |
| 27.75 | 200 | 0.1999 | 0.0127 | -0.002 | 0.0098 | 227 | 227 | 1069 | 1069 |
| 28.00 | 200 | 0.1997 | 0.0131 | -0.0025 | 0.0077 | 227 | 227 | 1068 | 1068 |
| 28.25 | 200 | 0.2001 | 0.0135 | 0 | 0.0088 | 221 | 221 | 1075 | 1075 |
| 28.50 | 200 | 0.2003 | 0.0139 | 0.0011 | 0.0088 | 217 | 217 | 1078 | 1078 |
| 28.75 | 200 | 0.2006 | 0.0143 | 0.0024 | 0.009 | 213 | 213 | 1082 | 1082 |
| 29.00 | 200 | 0.2008 | 0.0148 | 0.0032 | 0.0089 | 211 | 211 | 1085 | 1085 |
| 29.25 | 200 | 0.2007 | 0.0152 | 0.0023 | 0.0072 | 212 | 212 | 1084 | 1084 |
| 29.50 | 200 | 0.2002 | 0.0156 | -0.0007 | 0.0036 | 218 | 218 | 1078 | 1078 |
| 29.75 | 200 | 0.2004 | 0.016 | 0.0007 | 0.0044 | 214 | 214 | 1082 | 1082 |
| 30.00 | 200 | 0.2009 | 0.0164 | 0.003 | 0.0062 | 207 | 207 | 1088 | 1088 |
| 30.25 | 200 | 0.2012 | 0.0168 | 0.0043 | 0.007 | 203 | 203 | 1092 | 1092 |
| 30.50 | 200 | 0.2009 | 0.0172 | 0.0024 | 0.0048 | 207 | 207 | 1088 | 1088 |
| 30.75 | 200 | 0.2006 | 0.0176 | 0.0002 | 0.0022 | 211 | 211 | 1084 | 1084 |
| 31.00 | 200 | 0.2008 | 0.018 | 0.001 | 0.0028 | 208 | 208 | 1087 | 1087 |
| 31.25 | 200 | 0.2009 | 0.0184 | 0.0014 | 0.0029 | 207 | 207 | 1089 | 1089 |
| 31.50 | 200 | 0.2009 | 0.0188 | 0.0013 | 0.0026 | 206 | 206 | 1089 | 1089 |
| 31.75 | 200 | 0.2008 | 0.0192 | 0.0007 | 0.0018 | 207 | 207 | 1089 | 1089 |
| 32.00 | 200 | 0.2009 | 0.0196 | 0.001 | 0.002 | 205 | 205 | 1090 | 1090 |
| 32.25 | 200 | 0.2009 | 0.02 | 0.0011 | 0.0019 | 204 | 204 | 1091 | 1091 |
| 32.50 | 200 | 0.201 | 0.0204 | 0.0013 | 0.002 | 203 | 203 | 1093 | 1093 |
| 32.75 | 200 | 0.201 | 0.0208 | 0.0011 | 0.0018 | 202 | 202 | 1093 | 1093 |
| 33.00 | 200 | 0.2007 | 0.0212 | -0.0005 | 0.0001 | 205 | 205 | 1090 | 1090 |
| 33.25 | 200 | 0.2002 | 0.0216 | -0.0031 | -0.0026 | 210 | 210 | 1085 | 1085 |
| 33.50 | 200 | 0.2004 | 0.022 | -0.0015 | -0.001 | 206 | 206 | 1089 | 1089 |
| 33.75 | 200 | 0.2008 | 0.0224 | 0.0006 | 0.001 | 200 | 200 | 1095 | 1095 |
| 34.00 | 200 | 0.2006 | 0.0228 | -0.0002 | 0.0001 | 202 | 202 | 1094 | 1094 |
| 34.25 | 200 | 0.2003 | 0.0232 | -0.0018 | -0.0016 | 205 | 205 | 1091 | 1091 |
| 34.50 | 200 | 0.2003 | 0.0236 | -0.0017 | -0.0015 | 204 | 204 | 1092 | 1092 |
| 34.75 | 200 | 0.2003 | 0.024 | -0.0017 | -0.0015 | 203 | 203 | 1093 | 1093 |
| 35.00 | 200 | 0.2005 | 0.0244 | -0.0005 | -0.0003 | 199 | 199 | 1096 | 1096 |
| 35.25 | 200 | 0.2004 | 0.0248 | -0.0008 | -0.0007 | 199 | 199 | 1096 | 1096 |
| 35.50 | 200 | 0.2 | 0.0252 | -0.0029 | -0.0027 | 203 | 203 | 1092 | 1092 |
| 35.75 | 200 | 0.1998 | 0.0256 | -0.0037 | -0.0036 | 205 | 205 | 1091 | 1091 |
| 36.00 | 200 | 0.1997 | 0.026 | -0.0033 | -0.0032 | 203 | 203 | 1092 | 1092 |
| 36.25 | 200 | 0.1998 | 0.0264 | -0.0028 | -0.0027 | 201 | 201 | 1094 | 1094 |
| 36.50 | 200 | 0.2 | 0.0268 | -0.0013 | -0.0013 | 197 | 197 | 1098 | 1098 |
| 36.75 | 200 | 0.2 | 0.0272 | -0.0011 | -0.001 | 196 | 196 | 1100 | 1100 |
| 37.00 | 200 | 0.1994 | 0.0276 | -0.0042 | -0.0041 | 202 | 202 | 1093 | 1093 |
| 37.25 | 200 | 0.1993 | 0.028 | -0.0037 | -0.0037 | 201 | 201 | 1095 | 1095 |
| 37.50 | 200 | 0.1996 | 0.0284 | -0.0021 | -0.0021 | 196 | 196 | 1099 | 1099 |
| 37.75 | 200 | 0.1998 | 0.0288 | -0.0003 | -0.0003 | 191 | 191 | 1104 | 1104 |
| 38.00 | 200 | 0.2 | 0.0292 | 0.0007 | 0.0008 | 188 | 188 | 1107 | 1107 |
| 38.25 | 200 | 0.2001 | 0.0296 | 0.001 | 0.001 | 187 | 187 | 1109 | 1109 |
| 38.50 | 200 | 0.1998 | 0.03 | -0.0004 | -0.0004 | 189 | 189 | 1106 | 1106 |
| 38.75 | 200 | 0.1996 | 0.0304 | -0.0017 | -0.0017 | 191 | 191 | 1104 | 1104 |
| 39.00 | 200 | 0.1993 | 0.0308 | -0.0033 | -0.0032 | 194 | 194 | 1101 | 1101 |
| 39.25 | 200 | 0.1994 | 0.0312 | -0.0021 | -0.002 | 191 | 191 | 1105 | 1105 |
| 39.50 | 200 | 0.1995 | 0.0316 | -0.0012 | -0.0012 | 188 | 188 | 1107 | 1107 |
| 39.75 | 200 | 0.1994 | 0.032 | -0.0015 | -0.0015 | 188 | 188 | 1107 | 1107 |
| 40.00 | 200 | 0.1991 | 0.0324 | -0.0031 | -0.0031 | 191 | 191 | 1104 | 1104 |
| 40.25 | 200 | 0.1994 | 0.0328 | -0.0013 | -0.0013 | 186 | 186 | 1109 | 1109 |
| 40.50 | 200 | 0.1996 | 0.0332 | 0 | 0 | 183 | 183 | 1113 | 1113 |
| 40.75 | 200 | 0.1996 | 0.0336 | 0.0004 | 0.0004 | 181 | 181 | 1115 | 1115 |
| 41.00 | 200 | 0.1998 | 0.034 | 0.0011 | 0.0011 | 178 | 178 | 1117 | 1117 |
| 41.25 | 200 | 0.2 | 0.0344 | 0.0023 | 0.0023 | 175 | 175 | 1121 | 1121 |
| 41.50 | 200 | 0.2002 | 0.0348 | 0.003 | 0.003 | 172 | 172 | 1123 | 1123 |
| 41.75 | 200 | 0.2003 | 0.0352 | 0.0032 | 0.0032 | 171 | 171 | 1125 | 1125 |
| 42.00 | 200 | 0.2001 | 0.0356 | 0.0018 | 0.0018 | 173 | 173 | 1123 | 1123 |
| 42.25 | 200 | 0.2 | 0.036 | 0.0009 | 0.0009 | 174 | 174 | 1121 | 1121 |
| 42.50 | 200 | 0.1998 | 0.0364 | -0.0004 | -0.0004 | 176 | 176 | 1119 | 1119 |
| 42.75 | 200 | 0.1999 | 0.0368 | 0.0001 | 0.0001 | 174 | 174 | 1121 | 1121 |
| 43.00 | 200 | 0.2003 | 0.0372 | 0.0025 | 0.0025 | 168 | 168 | 1127 | 1127 |
| 43.25 | 200 | 0.2004 | 0.0376 | 0.0025 | 0.0025 | 167 | 167 | 1128 | 1128 |
| 43.50 | 200 | 0.2 | 0.038 | -0.0001 | -0.0001 | 172 | 172 | 1123 | 1123 |
| 43.75 | 200 | 0.1996 | 0.0384 | -0.0021 | -0.0021 | 176 | 176 | 1119 | 1119 |
| 44.00 | 200 | 0.2 | 0.0388 | 0.0004 | 0.0004 | 170 | 170 | 1126 | 1126 |
| 44.25 | 200 | 0.2001 | 0.0392 | 0.0008 | 0.0008 | 168 | 168 | 1128 | 1128 |
| 44.50 | 200 | 0.2003 | 0.0396 | 0.0016 | 0.0016 | 165 | 165 | 1130 | 1130 |
| 44.75 | 200 | 0.2002 | 0.04 | 0.0013 | 0.0013 | 165 | 165 | 1130 | 1130 |
| 45.00 | 200 | 0.2002 | 0.0404 | 0.0006 | 0.0006 | 166 | 166 | 1130 | 1130 |
| 45.25 | 200 | 0.2002 | 0.0408 | 0.0006 | 0.0006 | 165 | 165 | 1130 | 1130 |
| 45.50 | 200 | 0.2001 | 0.0412 | 0 | 0 | 165 | 165 | 1130 | 1130 |
| 45.75 | 200 | 0.1997 | 0.0416 | -0.002 | -0.002 | 169 | 169 | 1126 | 1126 |
| 46.00 | 200 | 0.1999 | 0.042 | -0.0007 | -0.0007 | 166 | 166 | 1130 | 1130 |
| 46.25 | 200 | 0.1997 | 0.0424 | -0.0018 | -0.0018 | 168 | 168 | 1128 | 1128 |
| 46.50 | 200 | 0.1996 | 0.0428 | -0.0019 | -0.0019 | 167 | 167 | 1128 | 1128 |
| 46.75 | 200 | 0.1993 | 0.0432 | -0.0031 | -0.0031 | 169 | 169 | 1126 | 1126 |
| 47.00 | 200 | 0.1995 | 0.0436 | -0.0021 | -0.0021 | 166 | 166 | 1129 | 1129 |
| 47.25 | 200 | 0.1996 | 0.044 | -0.001 | -0.001 | 163 | 163 | 1133 | 1133 |
| 47.50 | 200 | 0.1999 | 0.0444 | 0.0008 | 0.0008 | 158 | 158 | 1138 | 1138 |
| 47.75 | 200 | 0.1999 | 0.0448 | 0.0005 | 0.0005 | 158 | 158 | 1138 | 1138 |
| 48.00 | 200 | 0.1995 | 0.0452 | -0.0018 | -0.0018 | 162 | 162 | 1133 | 1133 |
| 48.25 | 200 | 0.1994 | 0.0456 | -0.0018 | -0.0018 | 162 | 162 | 1134 | 1134 |
| 48.50 | 200 | 0.1995 | 0.046 | -0.0012 | -0.0012 | 160 | 160 | 1136 | 1136 |
| 48.75 | 200 | 0.1998 | 0.0464 | 0.001 | 0.001 | 154 | 154 | 1142 | 1142 |
| 49.00 | 200 | 0.1999 | 0.0468 | 0.001 | 0.001 | 153 | 153 | 1143 | 1143 |
| 49.25 | 200 | 0.1998 | 0.0472 | 0.0004 | 0.0004 | 153 | 153 | 1142 | 1142 |
| 49.50 | 200 | 0.1997 | 0.0476 | -0.0003 | -0.0003 | 154 | 154 | 1141 | 1141 |
| 49.75 | 200 | 0.2 | 0.048 | 0.0017 | 0.0017 | 149 | 149 | 1147 | 1147 |
| 50.00 | 200 | 0.2005 | 0.0484 | 0.0043 | 0.0043 | 142 | 142 | 1154 | 1154 |
| 50.25 | 200 | 0.2006 | 0.0488 | 0.0039 | 0.0039 | 141 | 141 | 1154 | 1154 |
| 50.50 | 200 | 0.2004 | 0.0492 | 0.0022 | 0.0022 | 144 | 144 | 1151 | 1151 |
| 50.75 | 200 | 0.2003 | 0.0496 | 0.0015 | 0.0015 | 145 | 145 | 1150 | 1150 |
| 51.00 | 200 | 0.2005 | 0.05 | 0.0022 | 0.0022 | 143 | 143 | 1153 | 1153 |
| 51.25 | 200 | 0.2003 | 0.0504 | 0.0012 | 0.0012 | 144 | 144 | 1151 | 1151 |
| 51.50 | 200 | 0.1999 | 0.0508 | -0.0014 | -0.0014 | 149 | 149 | 1146 | 1146 |
| 51.75 | 200 | 0.1997 | 0.0512 | -0.0024 | -0.0024 | 151 | 151 | 1144 | 1144 |
| 52.00 | 200 | 0.1996 | 0.0516 | -0.0023 | -0.0023 | 150 | 150 | 1145 | 1145 |
| 52.25 | 200 | 0.1995 | 0.052 | -0.0025 | -0.0025 | 150 | 150 | 1145 | 1145 |
| 52.50 | 200 | 0.1994 | 0.0524 | -0.0029 | -0.0029 | 150 | 150 | 1145 | 1145 |
| 52.75 | 200 | 0.1994 | 0.0528 | -0.0026 | -0.0026 | 149 | 149 | 1147 | 1147 |
| 53.00 | 200 | 0.1994 | 0.0532 | -0.0022 | -0.0022 | 147 | 147 | 1148 | 1148 |
| 53.25 | 200 | 0.199 | 0.0536 | -0.0039 | -0.0039 | 151 | 151 | 1145 | 1145 |
| 53.50 | 200 | 0.1993 | 0.054 | -0.0019 | -0.0019 | 145 | 145 | 1150 | 1150 |
| 53.75 | 200 | 0.1995 | 0.0544 | -0.0005 | -0.0005 | 141 | 141 | 1154 | 1154 |
| 54.00 | 200 | 0.1996 | 0.0548 | 0 | 0 | 139 | 139 | 1156 | 1156 |
| 54.25 | 200 | 0.1995 | 0.0552 | -0.0004 | -0.0004 | 140 | 140 | 1156 | 1156 |
| 54.50 | 200 | 0.1994 | 0.0556 | -0.0008 | -0.0008 | 140 | 140 | 1156 | 1156 |
| 54.75 | 200 | 0.1993 | 0.0559 | -0.0012 | -0.0012 | 140 | 140 | 1156 | 1156 |
| 55.00 | 200 | 0.1993 | 0.0563 | -0.0014 | -0.0014 | 139 | 139 | 1156 | 1156 |
| 55.25 | 200 | 0.199 | 0.0567 | -0.0025 | -0.0025 | 141 | 141 | 1154 | 1154 |
| 55.50 | 200 | 0.1992 | 0.0571 | -0.0011 | -0.0011 | 138 | 138 | 1158 | 1158 |
| 55.75 | 200 | 0.1997 | 0.0575 | 0.0014 | 0.0014 | 131 | 131 | 1165 | 1165 |
| 56.00 | 200 | 0.1999 | 0.0579 | 0.0027 | 0.0027 | 127 | 127 | 1169 | 1169 |
| 56.25 | 200 | 0.1998 | 0.0583 | 0.0017 | 0.0017 | 128 | 128 | 1167 | 1167 |
| 56.50 | 200 | 0.1996 | 0.0587 | 0.0005 | 0.0005 | 130 | 130 | 1165 | 1165 |
| 56.75 | 200 | 0.1995 | 0.0591 | -0.0002 | -0.0002 | 131 | 131 | 1164 | 1164 |
| 57.00 | 200 | 0.1994 | 0.0595 | -0.0008 | -0.0008 | 132 | 132 | 1164 | 1164 |
| 57.25 | 200 | 0.1994 | 0.0599 | -0.0009 | -0.0009 | 131 | 131 | 1164 | 1164 |
| 57.50 | 200 | 0.1995 | 0.0603 | 0.0001 | 0.0001 | 128 | 128 | 1167 | 1167 |
| 57.75 | 200 | 0.1995 | 0.0607 | 0.0002 | 0.0002 | 127 | 127 | 1168 | 1168 |
| 58.00 | 200 | 0.1993 | 0.0611 | -0.0009 | -0.0009 | 129 | 129 | 1167 | 1167 |
| 58.25 | 200 | 0.1994 | 0.0615 | -0.0007 | -0.0007 | 128 | 128 | 1168 | 1168 |
| 58.50 | 200 | 0.1995 | 0.0619 | 0.0002 | 0.0002 | 125 | 125 | 1171 | 1171 |
| 58.75 | 200 | 0.1994 | 0.0623 | -0.0004 | -0.0004 | 125 | 125 | 1170 | 1170 |
| 59.00 | 200 | 0.1994 | 0.0627 | -0.0002 | -0.0002 | 124 | 124 | 1171 | 1171 |
| 59.25 | 200 | 0.1999 | 0.0631 | 0.0023 | 0.0023 | 117 | 117 | 1178 | 1178 |
| 59.50 | 200 | 0.2003 | 0.0635 | 0.0044 | 0.0044 | 112 | 112 | 1184 | 1184 |
| 59.75 | 200 | 0.2003 | 0.0639 | 0.0038 | 0.0038 | 112 | 112 | 1184 | 1184 |
| 60.00 | 200 | 0.2006 | 0.0643 | 0.0045 | 0.0045 | 109 | 109 | 1186 | 1186 |
| 60.25 | 200 | 0.2004 | 0.0647 | 0.0031 | 0.0031 | 111 | 111 | 1184 | 1184 |
| 60.50 | 200 | 0.2001 | 0.0651 | 0.0012 | 0.0012 | 115 | 115 | 1180 | 1180 |
| 60.75 | 200 | 0.1997 | 0.0655 | -0.0014 | -0.0014 | 120 | 120 | 1175 | 1175 |
| 61.00 | 200 | 0.1999 | 0.0659 | -0.0002 | -0.0002 | 117 | 117 | 1179 | 1179 |
| 61.25 | 200 | 0.1998 | 0.0663 | -0.0005 | -0.0005 | 117 | 117 | 1179 | 1179 |
| 61.50 | 200 | 0.1998 | 0.0667 | -0.0008 | -0.0008 | 117 | 117 | 1179 | 1179 |
| 61.75 | 200 | 0.1997 | 0.0671 | -0.001 | -0.001 | 116 | 116 | 1179 | 1179 |
| 62.00 | 200 | 0.1994 | 0.0675 | -0.0026 | -0.0026 | 119 | 119 | 1176 | 1176 |
| 62.25 | 200 | 0.1997 | 0.0679 | -0.0004 | -0.0004 | 113 | 113 | 1182 | 1182 |
| 62.50 | 200 | 0.1995 | 0.0683 | -0.0013 | -0.0013 | 115 | 115 | 1180 | 1180 |
| 62.75 | 200 | 0.1996 | 0.0687 | -0.0009 | -0.0009 | 113 | 113 | 1182 | 1182 |
| 63.00 | 200 | 0.1993 | 0.0691 | -0.0021 | -0.0021 | 115 | 115 | 1180 | 1180 |
| 63.25 | 200 | 0.1997 | 0.0695 | 0 | 0 | 110 | 110 | 1186 | 1186 |
| 63.50 | 200 | 0.2001 | 0.0699 | 0.0023 | 0.0023 | 103 | 103 | 1192 | 1192 |
| 63.75 | 200 | 0.2002 | 0.0703 | 0.0024 | 0.0024 | 102 | 102 | 1193 | 1193 |
| 64.00 | 200 | 0.2002 | 0.0707 | 0.0023 | 0.0023 | 101 | 101 | 1194 | 1194 |
| 64.25 | 200 | 0.2001 | 0.0711 | 0.0016 | 0.0016 | 102 | 102 | 1193 | 1193 |
| 64.50 | 200 | 0.2002 | 0.0715 | 0.0017 | 0.0017 | 101 | 101 | 1194 | 1194 |
| 64.75 | 200 | 0.2003 | 0.0719 | 0.0023 | 0.0023 | 99 | 99 | 1196 | 1196 |
| 65.00 | 200 | 0.2001 | 0.0723 | 0.0007 | 0.0007 | 102 | 102 | 1194 | 1194 |
| 65.25 | 200 | 0.2001 | 0.0727 | 0.0005 | 0.0005 | 101 | 101 | 1194 | 1194 |
| 65.50 | 200 | 0.2 | 0.0731 | -0.0002 | -0.0002 | 102 | 102 | 1193 | 1193 |
| 65.75 | 200 | 0.2003 | 0.0735 | 0.0016 | 0.0016 | 97 | 97 | 1198 | 1198 |
| 66.00 | 200 | 0.2004 | 0.0739 | 0.002 | 0.002 | 95 | 95 | 1200 | 1200 |
| 66.25 | 200 | 0.2002 | 0.0743 | 0.0006 | 0.0006 | 98 | 98 | 1198 | 1198 |
| 66.50 | 200 | 0.2001 | 0.0747 | -0.0001 | -0.0001 | 99 | 99 | 1197 | 1197 |
| 66.75 | 200 | 0.1997 | 0.0751 | -0.0022 | -0.0022 | 103 | 103 | 1193 | 1193 |
| 67.00 | 200 | 0.1999 | 0.0755 | -0.001 | -0.001 | 99 | 99 | 1196 | 1196 |
| 67.25 | 200 | 0.1999 | 0.0759 | -0.0009 | -0.0009 | 98 | 98 | 1197 | 1197 |
| 67.50 | 200 | 0.2 | 0.0763 | -0.0002 | -0.0002 | 96 | 96 | 1200 | 1200 |
| 67.75 | 200 | 0.2 | 0.0767 | 0.0001 | 0.0001 | 94 | 94 | 1201 | 1201 |
| 68.00 | 200 | 0.2002 | 0.0771 | 0.001 | 0.001 | 91 | 91 | 1204 | 1204 |
| 68.25 | 200 | 0.2002 | 0.0775 | 0.001 | 0.001 | 91 | 91 | 1205 | 1205 |
| 68.50 | 200 | 0.2005 | 0.0779 | 0.0025 | 0.0025 | 86 | 86 | 1209 | 1209 |
| 68.75 | 200 | 0.2003 | 0.0783 | 0.0011 | 0.0011 | 89 | 89 | 1207 | 1207 |
| 69.00 | 200 | 0.2002 | 0.0787 | 0.0003 | 0.0003 | 90 | 90 | 1206 | 1206 |
| 69.25 | 200 | 0.2003 | 0.0791 | 0.0007 | 0.0007 | 88 | 88 | 1208 | 1208 |
| 69.50 | 200 | 0.2004 | 0.0795 | 0.0012 | 0.0012 | 86 | 86 | 1210 | 1210 |
| 69.75 | 200 | 0.2007 | 0.0799 | 0.0025 | 0.0025 | 82 | 82 | 1214 | 1214 |
| 70.00 | 200 | 0.2002 | 0.0803 | -0.0004 | -0.0004 | 88 | 88 | 1208 | 1208 |
| 70.25 | 200 | 0.1999 | 0.0807 | -0.0019 | -0.0019 | 90 | 90 | 1205 | 1205 |
| 70.50 | 200 | 0.1995 | 0.0811 | -0.0037 | -0.0037 | 94 | 94 | 1201 | 1201 |
| 70.75 | 200 | 0.1994 | 0.0815 | -0.004 | -0.004 | 94 | 94 | 1201 | 1201 |
| 71.00 | 200 | 0.1991 | 0.0819 | -0.0051 | -0.0051 | 96 | 96 | 1199 | 1199 |
| 71.25 | 200 | 0.199 | 0.0823 | -0.0046 | -0.0046 | 94 | 94 | 1201 | 1201 |
| 71.50 | 200 | 0.1991 | 0.0827 | -0.0035 | -0.0035 | 91 | 91 | 1204 | 1204 |
| 71.75 | 200 | 0.1992 | 0.0831 | -0.0027 | -0.0027 | 89 | 89 | 1207 | 1207 |
| 72.00 | 200 | 0.1992 | 0.0835 | -0.002 | -0.002 | 86 | 86 | 1209 | 1209 |
| 72.25 | 200 | 0.1994 | 0.0839 | -0.0007 | -0.0007 | 83 | 83 | 1213 | 1213 |
| 72.50 | 200 | 0.1996 | 0.0843 | 0 | 0 | 80 | 80 | 1215 | 1215 |
| 72.75 | 200 | 0.1997 | 0.0847 | 0.0009 | 0.0009 | 77 | 77 | 1218 | 1218 |
| 73.00 | 200 | 0.1997 | 0.0851 | 0.0006 | 0.0006 | 77 | 77 | 1218 | 1218 |
| 73.25 | 200 | 0.1998 | 0.0855 | 0.0011 | 0.0011 | 75 | 75 | 1220 | 1220 |
| 73.50 | 200 | 0.2001 | 0.0859 | 0.0029 | 0.0029 | 70 | 70 | 1225 | 1225 |
| 73.75 | 200 | 0.2002 | 0.0863 | 0.0029 | 0.0029 | 69 | 69 | 1226 | 1226 |
| 74.00 | 200 | 0.2 | 0.0867 | 0.0012 | 0.0012 | 72 | 72 | 1223 | 1223 |
| 74.25 | 200 | 0.1997 | 0.0871 | -0.0005 | -0.0005 | 75 | 75 | 1220 | 1220 |
| 74.50 | 200 | 0.1995 | 0.0875 | -0.0012 | -0.0012 | 76 | 76 | 1219 | 1219 |
| 74.75 | 200 | 0.1994 | 0.0879 | -0.0019 | -0.0019 | 77 | 77 | 1218 | 1218 |
| 75.00 | 200 | 0.1995 | 0.0883 | -0.001 | -0.001 | 74 | 74 | 1221 | 1221 |
| 75.25 | 200 | 0.1998 | 0.0887 | 0.0005 | 0.0005 | 70 | 70 | 1225 | 1225 |
| 75.50 | 200 | 0.2002 | 0.0891 | 0.0028 | 0.0028 | 64 | 64 | 1232 | 1232 |
| 75.75 | 200 | 0.2002 | 0.0895 | 0.0025 | 0.0025 | 63 | 63 | 1232 | 1232 |
| 76.00 | 200 | 0.2003 | 0.0899 | 0.0024 | 0.0024 | 63 | 63 | 1233 | 1233 |
| 76.25 | 200 | 0.2004 | 0.0903 | 0.0027 | 0.0027 | 61 | 61 | 1234 | 1234 |
| 76.50 | 200 | 0.2002 | 0.0907 | 0.0014 | 0.0014 | 63 | 63 | 1232 | 1232 |
| 76.75 | 200 | 0.2004 | 0.0911 | 0.0023 | 0.0023 | 60 | 60 | 1235 | 1235 |
| 77.00 | 200 | 0.2008 | 0.0915 | 0.0042 | 0.0042 | 55 | 55 | 1240 | 1240 |
| 77.25 | 200 | 0.2008 | 0.0919 | 0.0036 | 0.0036 | 55 | 55 | 1240 | 1240 |
| 77.50 | 200 | 0.2006 | 0.0923 | 0.002 | 0.002 | 58 | 58 | 1237 | 1237 |
| 77.75 | 200 | 0.2003 | 0.0927 | 0.0002 | 0.0002 | 61 | 61 | 1234 | 1234 |
| 78.00 | 200 | 0.1999 | 0.0931 | -0.0021 | -0.0021 | 66 | 66 | 1229 | 1229 |
| 78.25 | 200 | 0.1995 | 0.0935 | -0.0042 | -0.0042 | 70 | 70 | 1225 | 1225 |
| 78.50 | 200 | 0.1996 | 0.0939 | -0.0027 | -0.0027 | 66 | 66 | 1229 | 1229 |
| 78.75 | 200 | 0.1998 | 0.0943 | -0.0015 | -0.0015 | 63 | 63 | 1233 | 1233 |
| 79.00 | 200 | 0.1998 | 0.0947 | -0.0013 | -0.0013 | 62 | 62 | 1234 | 1234 |
| 79.25 | 200 | 0.1994 | 0.0951 | -0.003 | -0.003 | 65 | 65 | 1231 | 1231 |
| 79.50 | 200 | 0.199 | 0.0955 | -0.0049 | -0.0049 | 69 | 69 | 1227 | 1227 |
| 79.75 | 200 | 0.1992 | 0.0959 | -0.0034 | -0.0034 | 65 | 65 | 1231 | 1231 |
| 80.00 | 200 | 0.1994 | 0.0963 | -0.0018 | -0.0018 | 60 | 60 | 1235 | 1235 |
| 80.25 | 200 | 0.1999 | 0.0967 | 0.0011 | 0.0011 | 53 | 53 | 1243 | 1243 |
| 80.50 | 200 | 0.1996 | 0.0971 | -0.0004 | -0.0004 | 55 | 55 | 1240 | 1240 |
| 80.75 | 200 | 0.1997 | 0.0975 | -0.0001 | -0.0001 | 54 | 54 | 1242 | 1242 |
| 81.00 | 200 | 0.1999 | 0.0979 | 0.001 | 0.001 | 50 | 50 | 1245 | 1245 |
| 81.25 | 200 | 0.2002 | 0.0983 | 0.0026 | 0.0026 | 48 | 48 | 1250 | 1250 |
| 81.50 | 200 | 0.2001 | 0.0987 | 0.0018 | 0.0018 | 48 | 48 | 1249 | 1249 |
| 81.75 | 200 | 0.2001 | 0.0991 | 0.0018 | 0.0018 | 48 | 48 | 1250 | 1250 |
| 82.00 | 200 | 0.2004 | 0.0995 | 0.0032 | 0.0032 | 48 | 48 | 1254 | 1254 |
| 82.25 | 200 | 0.2003 | 0.0999 | 0.0021 | 0.0021 | 48 | 48 | 1252 | 1252 |
| 82.50 | 200 | 0.2004 | 0.1003 | 0.0021 | 0.0021 | 48 | 48 | 1253 | 1253 |
| 82.75 | 200 | 0.2002 | 0.1007 | 0.0009 | 0.0009 | 48 | 48 | 1251 | 1251 |
| 83.00 | 200 | 0.2002 | 0.1011 | 0.0005 | 0.0005 | 48 | 48 | 1251 | 1251 |
| 83.25 | 200 | 0.2003 | 0.1015 | 0.0011 | 0.0011 | 48 | 48 | 1253 | 1253 |
| 83.50 | 200 | 0.2 | 0.1019 | -0.0005 | -0.0005 | 48 | 48 | 1250 | 1250 |
| 83.75 | 200 | 0.1997 | 0.1023 | -0.0021 | -0.0021 | 48 | 48 | 1247 | 1247 |
| 84.00 | 200 | 0.1999 | 0.1027 | -0.001 | -0.001 | 48 | 48 | 1251 | 1251 |
| 84.25 | 200 | 0.1999 | 0.1031 | -0.0008 | -0.0008 | 48 | 48 | 1252 | 1252 |
| 84.50 | 200 | 0.1998 | 0.1035 | -0.001 | -0.001 | 48 | 48 | 1252 | 1252 |
| 84.75 | 200 | 0.1997 | 0.1039 | -0.0016 | -0.0016 | 48 | 48 | 1251 | 1251 |
| 85.00 | 200 | 0.1998 | 0.1043 | -0.0008 | -0.0008 | 48 | 48 | 1254 | 1254 |
| 85.25 | 200 | 0.1998 | 0.1047 | -0.0009 | -0.0009 | 48 | 48 | 1255 | 1255 |
| 85.50 | 200 | 0.1999 | 0.1051 | 0.0002 | 0.0002 | 48 | 48 | 1258 | 1258 |
| 85.75 | 200 | 0.1999 | 0.1055 | 0.0001 | 0.0001 | 48 | 48 | 1258 | 1258 |
| 86.00 | 200 | 0.2 | 0.1059 | 0.0005 | 0.0005 | 48 | 48 | 1260 | 1260 |
| 86.25 | 200 | 0.1996 | 0.1063 | -0.0017 | -0.0017 | 48 | 48 | 1256 | 1256 |
| 86.50 | 200 | 0.1995 | 0.1067 | -0.0022 | -0.0022 | 48 | 48 | 1255 | 1255 |
| 86.75 | 200 | 0.1995 | 0.1071 | -0.0016 | -0.0016 | 48 | 48 | 1258 | 1258 |
| 87.00 | 200 | 0.1997 | 0.1075 | -0.0003 | -0.0003 | 48 | 48 | 1261 | 1261 |
| 87.25 | 200 | 0.1996 | 0.1079 | -0.0008 | -0.0008 | 48 | 48 | 1261 | 1261 |
| 87.50 | 200 | 0.1996 | 0.1083 | -0.001 | -0.001 | 48 | 48 | 1261 | 1261 |
| 87.75 | 200 | 0.1996 | 0.1087 | -0.0005 | -0.0005 | 48 | 48 | 1263 | 1263 |
| 88.00 | 200 | 0.1994 | 0.1091 | -0.0015 | -0.0015 | 48 | 48 | 1262 | 1262 |
| 88.25 | 200 | 0.1993 | 0.1095 | -0.002 | -0.002 | 48 | 48 | 1261 | 1261 |
| 88.50 | 200 | 0.1993 | 0.1099 | -0.0018 | -0.0018 | 48 | 48 | 1262 | 1262 |
| 88.75 | 200 | 0.1995 | 0.1103 | -0.0003 | -0.0003 | 48 | 48 | 1266 | 1266 |
| 89.00 | 200 | 0.2 | 0.1107 | 0.0024 | 0.0024 | 48 | 48 | 1274 | 1274 |
| 89.25 | 200 | 0.2001 | 0.1111 | 0.0026 | 0.0026 | 48 | 48 | 1275 | 1275 |
| 89.50 | 200 | 0.2001 | 0.1115 | 0.0022 | 0.0022 | 48 | 48 | 1275 | 1275 |
| 89.75 | 200 | 0.2002 | 0.1119 | 0.0023 | 0.0023 | 48 | 48 | 1276 | 1276 |
| 90.00 | 200 | 0.1999 | 0.1123 | 0.0006 | 0.0006 | 48 | 48 | 1273 | 1273 |
| 90.25 | 200 | 0.1998 | 0.1127 | 0 | 0 | 48 | 48 | 1272 | 1272 |
| 90.50 | 200 | 0.2 | 0.1131 | 0.0007 | 0.0007 | 48 | 48 | 1275 | 1275 |
| 90.75 | 200 | 0.2001 | 0.1135 | 0.0015 | 0.0015 | 48 | 48 | 1278 | 1278 |
| 91.00 | 200 | 0.2002 | 0.1139 | 0.0019 | 0.0019 | 48 | 48 | 1279 | 1279 |
| 91.25 | 200 | 0.2005 | 0.1143 | 0.0031 | 0.0031 | 48 | 48 | 1283 | 1283 |
| 91.50 | 200 | 0.2006 | 0.1147 | 0.003 | 0.003 | 48 | 48 | 1284 | 1284 |
| 91.75 | 200 | 0.2004 | 0.1151 | 0.0015 | 0.0015 | 48 | 48 | 1281 | 1281 |
| 92.00 | 200 | 0.2003 | 0.1155 | 0.0013 | 0.0013 | 48 | 48 | 1282 | 1282 |
| 92.25 | 200 | 0.2005 | 0.1159 | 0.0022 | 0.0022 | 48 | 48 | 1285 | 1285 |
| 92.50 | 200 | 0.2008 | 0.1163 | 0.0035 | 0.0035 | 48 | 48 | 1289 | 1289 |
| 92.75 | 200 | 0.2009 | 0.1167 | 0.0032 | 0.0032 | 48 | 48 | 1289 | 1289 |
| 93.00 | 200 | 0.2011 | 0.1171 | 0.0039 | 0.0039 | 48 | 48 | 1292 | 1292 |
| 93.25 | 200 | 0.2014 | 0.1175 | 0.0052 | 0.0052 | 48 | 48 | 1296 | 1296 |
| 93.50 | 200 | 0.201 | 0.1179 | 0.0021 | 0.0021 | 48 | 48 | 1289 | 1289 |
| 93.75 | 200 | 0.2007 | 0.1183 | 0 | 0 | 48 | 48 | 1285 | 1285 |
| 94.00 | 200 | 0.2005 | 0.1187 | -0.001 | -0.001 | 48 | 48 | 1284 | 1284 |
| 94.25 | 200 | 0.2007 | 0.1191 | 0.0005 | 0.0005 | 48 | 48 | 1288 | 1288 |
| 94.50 | 200 | 0.2005 | 0.1195 | -0.001 | -0.001 | 48 | 48 | 1285 | 1285 |
| 94.75 | 200 | 0.2002 | 0.1199 | -0.0022 | -0.0022 | 48 | 48 | 1283 | 1283 |
| 95.00 | 200 | 0.1999 | 0.1203 | -0.0034 | -0.0034 | 48 | 48 | 1281 | 1281 |
| 95.25 | 200 | 0.1999 | 0.1207 | -0.0029 | -0.0029 | 48 | 48 | 1283 | 1283 |
| 95.50 | 200 | 0.2 | 0.1211 | -0.002 | -0.002 | 48 | 48 | 1286 | 1286 |
| 95.75 | 200 | 0.2001 | 0.1215 | -0.0012 | -0.0012 | 48 | 48 | 1288 | 1288 |
| 96.00 | 200 | 0.2 | 0.1219 | -0.0017 | -0.0017 | 48 | 48 | 1288 | 1288 |
| 96.25 | 200 | 0.2001 | 0.1223 | -0.001 | -0.001 | 48 | 48 | 1290 | 1290 |
| 96.50 | 200 | 0.2 | 0.1227 | -0.0013 | -0.0013 | 48 | 48 | 1290 | 1290 |
| 96.75 | 200 | 0.2 | 0.1231 | -0.0014 | -0.0014 | 48 | 48 | 1291 | 1291 |
| 97.00 | 200 | 0.2003 | 0.1235 | 0.0008 | 0.0008 | 48 | 48 | 1297 | 1297 |
| 97.25 | 200 | 0.2004 | 0.1239 | 0.0011 | 0.0011 | 48 | 48 | 1298 | 1298 |
| 97.50 | 200 | 0.2002 | 0.1243 | 0 | 0 | 48 | 48 | 1297 | 1297 |
| 97.75 | 200 | 0.2002 | 0.1247 | -0.0004 | -0.0004 | 48 | 48 | 1296 | 1296 |
| 98.00 | 200 | 0.1998 | 0.1251 | -0.0023 | -0.0023 | 48 | 48 | 1293 | 1293 |
| 98.25 | 200 | 0.1998 | 0.1255 | -0.0017 | -0.0017 | 48 | 48 | 1295 | 1295 |
| 98.50 | 200 | 0.2002 | 0.1259 | 0.0004 | 0.0004 | 48 | 48 | 1300 | 1300 |
| 98.75 | 200 | 0.2003 | 0.1263 | 0.0011 | 0.0011 | 48 | 48 | 1303 | 1303 |
| 99.00 | 200 | 0.2002 | 0.1267 | 0.0003 | 0.0003 | 48 | 48 | 1302 | 1302 |
| 99.25 | 200 | 0.2001 | 0.1271 | -0.0003 | -0.0003 | 48 | 48 | 1301 | 1301 |
| 99.50 | 200 | 0.2002 | 0.1275 | 0 | 0 | 48 | 48 | 1303 | 1303 |
| 99.75 | 200 | 0.2 | 0.1279 | -0.0007 | -0.0007 | 48 | 48 | 1302 | 1302 |
| 100.00 | 200 | 0.2001 | 0.1283 | -0.0002 | -0.0002 | 48 | 48 | 1304 | 1304 |
| 100.25 | 200 | 0.2003 | 0.1287 | 0.0008 | 0.0008 | 48 | 48 | 1307 | 1307 |
| 100.50 | 200 | 0.2002 | 0.1291 | 0.0003 | 0.0003 | 48 | 48 | 1307 | 1307 |
| 100.75 | 200 | 0.2001 | 0.1295 | -0.0002 | -0.0002 | 48 | 48 | 1306 | 1306 |
| 101.00 | 200 | 0.2 | 0.1299 | -0.001 | -0.001 | 48 | 48 | 1305 | 1305 |
| 101.25 | 200 | 0.2002 | 0.1303 | 0.0002 | 0.0002 | 48 | 48 | 1309 | 1309 |
| 101.50 | 200 | 0.2003 | 0.1307 | 0.001 | 0.001 | 48 | 48 | 1312 | 1312 |
| 101.75 | 200 | 0.2005 | 0.1311 | 0.0016 | 0.0016 | 48 | 48 | 1314 | 1314 |
| 102.00 | 200 | 0.2003 | 0.1315 | 0.0002 | 0.0002 | 48 | 48 | 1311 | 1311 |
| 102.25 | 200 | 0.2001 | 0.1319 | -0.0005 | -0.0005 | 48 | 48 | 1311 | 1311 |
| 102.50 | 200 | 0.2006 | 0.1323 | 0.0021 | 0.0021 | 48 | 48 | 1317 | 1317 |
| 102.75 | 200 | 0.2006 | 0.1327 | 0.0019 | 0.0019 | 48 | 48 | 1318 | 1318 |
| 103.00 | 200 | 0.2005 | 0.1331 | 0.001 | 0.001 | 48 | 48 | 1317 | 1317 |
| 103.25 | 200 | 0.2003 | 0.1335 | -0.0002 | -0.0002 | 48 | 48 | 1315 | 1315 |
| 103.50 | 200 | 0.2002 | 0.1339 | -0.0009 | -0.0009 | 48 | 48 | 1314 | 1314 |
| 103.75 | 200 | 0.2005 | 0.1343 | 0.0009 | 0.0009 | 48 | 48 | 1319 | 1319 |
| 104.00 | 200 | 0.2004 | 0.1347 | 0.0006 | 0.0006 | 48 | 48 | 1319 | 1319 |
| 104.25 | 200 | 0.2004 | 0.1351 | 0.0006 | 0.0006 | 48 | 48 | 1320 | 1320 |
| 104.50 | 200 | 0.2004 | 0.1355 | 0.0001 | 0.0001 | 48 | 48 | 1319 | 1319 |
| 104.75 | 200 | 0.2003 | 0.1359 | -0.0003 | -0.0003 | 48 | 48 | 1319 | 1319 |
| 105.00 | 200 | 0.2003 | 0.1363 | -0.0005 | -0.0005 | 48 | 48 | 1320 | 1320 |
| 105.25 | 200 | 0.2005 | 0.1367 | 0.001 | 0.001 | 48 | 48 | 1324 | 1324 |
| 105.50 | 200 | 0.2006 | 0.1371 | 0.0013 | 0.0013 | 48 | 48 | 1325 | 1325 |
| 105.75 | 200 | 0.2002 | 0.1375 | -0.0008 | -0.0008 | 48 | 48 | 1321 | 1321 |
| 106.00 | 200 | 0.2002 | 0.1379 | -0.0011 | -0.0011 | 48 | 48 | 1322 | 1322 |
| 106.25 | 200 | 0.2 | 0.1383 | -0.0017 | -0.0017 | 48 | 48 | 1321 | 1321 |
| 106.50 | 200 | 0.2002 | 0.1387 | -0.0006 | -0.0006 | 48 | 48 | 1324 | 1324 |
| 106.75 | 200 | 0.2004 | 0.1391 | 0.0003 | 0.0003 | 48 | 48 | 1327 | 1327 |
| 107.00 | 200 | 0.2002 | 0.1395 | -0.0007 | -0.0007 | 48 | 48 | 1325 | 1325 |
| 107.25 | 200 | 0.1998 | 0.1399 | -0.0025 | -0.0025 | 48 | 48 | 1322 | 1322 |
| 107.50 | 200 | 0.2002 | 0.1403 | 0 | 0 | 48 | 48 | 1328 | 1328 |
| 107.75 | 200 | 0.2002 | 0.1407 | 0 | 0 | 48 | 48 | 1329 | 1329 |
| 108.00 | 200 | 0.2002 | 0.1411 | 0 | 0 | 48 | 48 | 1330 | 1330 |
| 108.25 | 200 | 0.2002 | 0.1416 | -0.0002 | -0.0002 | 48 | 48 | 1330 | 1330 |
| 108.50 | 200 | 0.1999 | 0.142 | -0.0015 | -0.0015 | 48 | 48 | 1328 | 1328 |
| 108.75 | 200 | 0.1999 | 0.1423 | -0.0015 | -0.0015 | 48 | 48 | 1329 | 1329 |
| 109.00 | 200 | 0.1997 | 0.1427 | -0.0021 | -0.0021 | 48 | 48 | 1328 | 1328 |
| 109.25 | 200 | 0.1996 | 0.1431 | -0.0025 | -0.0025 | 48 | 48 | 1328 | 1328 |
| 109.50 | 200 | 0.1998 | 0.1435 | -0.001 | -0.001 | 48 | 48 | 1332 | 1332 |
| 109.75 | 200 | 0.1998 | 0.1439 | -0.001 | -0.001 | 48 | 48 | 1333 | 1333 |
| 110.00 | 200 | 0.2001 | 0.1443 | 0.0008 | 0.0008 | 48 | 48 | 1338 | 1338 |
| 110.25 | 200 | 0.2003 | 0.1447 | 0.0017 | 0.0017 | 48 | 48 | 1341 | 1341 |
| 110.50 | 200 | 0.2004 | 0.1451 | 0.002 | 0.002 | 48 | 48 | 1342 | 1342 |
| 110.75 | 200 | 0.2005 | 0.1456 | 0.002 | 0.002 | 48 | 48 | 1343 | 1343 |
| 111.00 | 200 | 0.2 | 0.146 | -0.0007 | -0.0007 | 48 | 48 | 1338 | 1338 |
| 111.25 | 200 | 0.1999 | 0.1464 | -0.001 | -0.001 | 48 | 48 | 1338 | 1338 |
| 111.50 | 200 | 0.2002 | 0.1468 | 0.0004 | 0.0004 | 48 | 48 | 1342 | 1342 |
| 111.75 | 200 | 0.2004 | 0.1472 | 0.0017 | 0.0017 | 48 | 48 | 1346 | 1346 |
| 112.00 | 200 | 0.2001 | 0.1476 | -0.0002 | -0.0002 | 48 | 48 | 1342 | 1342 |
| 112.25 | 200 | 0.1998 | 0.148 | -0.0019 | -0.0019 | 48 | 48 | 1339 | 1339 |
| 112.50 | 200 | 0.1996 | 0.1484 | -0.0028 | -0.0028 | 48 | 48 | 1338 | 1338 |
| 112.75 | 200 | 0.1996 | 0.1487 | -0.0021 | -0.0021 | 48 | 48 | 1340 | 1340 |
| 113.00 | 200 | 0.1996 | 0.1491 | -0.0017 | -0.0017 | 48 | 48 | 1342 | 1342 |
| 113.25 | 200 | 0.1997 | 0.1495 | -0.0011 | -0.0011 | 48 | 48 | 1344 | 1344 |
| 113.50 | 200 | 0.2 | 0.1499 | 0.0007 | 0.0007 | 48 | 48 | 1349 | 1349 |
| 113.75 | 200 | 0.2002 | 0.15 | 0.0015 | 0.0015 | 48 | 48 | 1351 | 1351 |
| 114.00 | 200 | 0.2 | 0.15 | 0.0005 | 0.0005 | 48 | 48 | 1348 | 1348 |
| 114.25 | 200 | 0.1998 | 0.15 | -0.0008 | -0.0008 | 48 | 48 | 1345 | 1345 |
| 114.50 | 200 | 0.2003 | 0.15 | 0.0019 | 0.0019 | 48 | 48 | 1352 | 1352 |
| 114.75 | 200 | 0.2003 | 0.15 | 0.0017 | 0.0017 | 48 | 48 | 1351 | 1351 |
| 115.00 | 200 | 0.2001 | 0.15 | 0.0005 | 0.0005 | 48 | 48 | 1349 | 1349 |
| 115.25 | 200 | 0.2001 | 0.15 | 0.0001 | 0.0001 | 48 | 48 | 1348 | 1348 |
| 115.50 | 200 | 0.2 | 0.15 | -0.0001 | -0.0001 | 48 | 48 | 1347 | 1347 |
| 115.75 | 200 | 0.1999 | 0.15 | -0.001 | -0.001 | 48 | 48 | 1345 | 1345 |
| 116.00 | 200 | 0.1997 | 0.15 | -0.0016 | -0.0016 | 48 | 48 | 1344 | 1344 |
| 116.25 | 200 | 0.1996 | 0.15 | -0.0019 | -0.0019 | 48 | 48 | 1343 | 1343 |
| 116.50 | 200 | 0.2002 | 0.15 | 0.0014 | 0.0014 | 48 | 48 | 1351 | 1351 |
| 116.75 | 200 | 0.2002 | 0.15 | 0.0012 | 0.0012 | 48 | 48 | 1350 | 1350 |
| 117.00 | 200 | 0.2002 | 0.15 | 0.0013 | 0.0013 | 48 | 48 | 1351 | 1351 |
| 117.25 | 200 | 0.2 | 0.15 | -0.0003 | -0.0003 | 48 | 48 | 1347 | 1347 |
| 117.50 | 200 | 0.1998 | 0.15 | -0.0011 | -0.0011 | 48 | 48 | 1345 | 1345 |
| 117.75 | 200 | 0.2 | 0.15 | 0 | 0 | 48 | 48 | 1347 | 1347 |
| 118.00 | 200 | 0.2 | 0.15 | 0.0002 | 0.0002 | 48 | 48 | 1348 | 1348 |
| 118.25 | 200 | 0.2004 | 0.15 | 0.0021 | 0.0021 | 48 | 48 | 1352 | 1352 |
| 118.50 | 200 | 0.2006 | 0.15 | 0.0028 | 0.0028 | 48 | 48 | 1354 | 1354 |
| 118.75 | 200 | 0.2005 | 0.15 | 0.0019 | 0.0019 | 48 | 48 | 1352 | 1352 |
| 119.00 | 200 | 0.2005 | 0.15 | 0.002 | 0.002 | 48 | 48 | 1353 | 1353 |
| 119.25 | 200 | 0.2004 | 0.15 | 0.0012 | 0.0012 | 48 | 48 | 1351 | 1351 |
| 119.50 | 200 | 0.2006 | 0.15 | 0.0017 | 0.0017 | 48 | 48 | 1352 | 1352 |
| 119.75 | 200 | 0.2006 | 0.15 | 0.0019 | 0.0019 | 48 | 48 | 1352 | 1352 |
| 120.00 | 200 | 0.2005 | 0.15 | 0.0007 | 0.0007 | 48 | 48 | 1350 | 1350 |
| 120.25 | 200 | 0.2003 | 0.15 | -0.0002 | -0.0002 | 48 | 48 | 1348 | 1348 |
| 120.50 | 200 | 0.2005 | 0.15 | 0.0006 | 0.0006 | 48 | 48 | 1350 | 1350 |
| 120.75 | 200 | 0.2003 | 0.15 | -0.0003 | -0.0003 | 48 | 48 | 1347 | 1347 |
| 121.00 | 200 | 0.2003 | 0.15 | -0.0005 | -0.0005 | 48 | 48 | 1347 | 1347 |
| 121.25 | 200 | 0.1999 | 0.15 | -0.0023 | -0.0023 | 48 | 48 | 1343 | 1343 |
| 121.50 | 200 | 0.1996 | 0.15 | -0.0035 | -0.0035 | 48 | 48 | 1340 | 1340 |
| 121.75 | 200 | 0.1995 | 0.15 | -0.0036 | -0.0036 | 48 | 48 | 1339 | 1339 |
| 122.00 | 200 | 0.1995 | 0.15 | -0.0033 | -0.0033 | 48 | 48 | 1340 | 1340 |
| 122.25 | 200 | 0.1994 | 0.15 | -0.0033 | -0.0033 | 48 | 48 | 1340 | 1340 |
| 122.50 | 200 | 0.1998 | 0.15 | -0.0006 | -0.0006 | 48 | 48 | 1346 | 1346 |
| 122.75 | 200 | 0.2002 | 0.15 | 0.0014 | 0.0014 | 48 | 48 | 1351 | 1351 |
| 123.00 | 200 | 0.2003 | 0.15 | 0.0018 | 0.0018 | 48 | 48 | 1352 | 1352 |
| 123.25 | 200 | 0.2004 | 0.15 | 0.0021 | 0.0021 | 48 | 48 | 1352 | 1352 |
| 123.50 | 200 | 0.2004 | 0.15 | 0.0019 | 0.0019 | 48 | 48 | 1352 | 1352 |
| 123.75 | 200 | 0.2002 | 0.15 | 0.0007 | 0.0007 | 48 | 48 | 1349 | 1349 |
| 124.00 | 200 | 0.2006 | 0.15 | 0.0027 | 0.0027 | 48 | 48 | 1354 | 1354 |
| 124.25 | 200 | 0.2009 | 0.15 | 0.0038 | 0.0038 | 48 | 48 | 1357 | 1357 |
| 124.50 | 200 | 0.2007 | 0.15 | 0.0024 | 0.0024 | 48 | 48 | 1353 | 1353 |
| 124.75 | 200 | 0.2008 | 0.15 | 0.0024 | 0.0024 | 48 | 48 | 1354 | 1354 |
| 125.00 | 200 | 0.2007 | 0.15 | 0.0017 | 0.0017 | 48 | 48 | 1352 | 1352 |
| 125.25 | 200 | 0.2004 | 0.15 | -0.0002 | -0.0002 | 48 | 48 | 1348 | 1348 |
| 125.50 | 200 | 0.2003 | 0.15 | -0.0008 | -0.0008 | 48 | 48 | 1346 | 1346 |
| 125.75 | 200 | 0.2001 | 0.15 | -0.0017 | -0.0017 | 48 | 48 | 1344 | 1344 |
| 126.00 | 200 | 0.2001 | 0.15 | -0.0015 | -0.0015 | 48 | 48 | 1344 | 1344 |
| 126.25 | 200 | 0.2001 | 0.15 | -0.0012 | -0.0012 | 48 | 48 | 1345 | 1345 |
| 126.50 | 200 | 0.1999 | 0.15 | -0.0021 | -0.0021 | 48 | 48 | 1343 | 1343 |
| 126.75 | 200 | 0.1998 | 0.15 | -0.0024 | -0.0024 | 48 | 48 | 1342 | 1342 |
| 127.00 | 200 | 0.1999 | 0.15 | -0.0017 | -0.0017 | 48 | 48 | 1344 | 1344 |
| 127.25 | 200 | 0.2001 | 0.15 | -0.0006 | -0.0006 | 48 | 48 | 1346 | 1346 |
| 127.50 | 200 | 0.1999 | 0.15 | -0.0015 | -0.0015 | 48 | 48 | 1344 | 1344 |
| 127.75 | 200 | 0.1997 | 0.15 | -0.0024 | -0.0024 | 48 | 48 | 1342 | 1342 |
| 128.00 | 200 | 0.1999 | 0.15 | -0.0006 | -0.0006 | 48 | 48 | 1346 | 1346 |
| 128.25 | 200 | 0.1999 | 0.15 | -0.0005 | -0.0005 | 48 | 48 | 1346 | 1346 |
| 128.50 | 200 | 0.1999 | 0.15 | -0.0007 | -0.0007 | 48 | 48 | 1346 | 1346 |
| 128.75 | 200 | 0.1997 | 0.15 | -0.0017 | -0.0017 | 48 | 48 | 1343 | 1343 |
| 129.00 | 200 | 0.1996 | 0.15 | -0.0021 | -0.0021 | 48 | 48 | 1342 | 1342 |
| 129.25 | 200 | 0.1994 | 0.15 | -0.0029 | -0.0029 | 48 | 48 | 1340 | 1340 |
| 129.50 | 200 | 0.1997 | 0.15 | -0.0009 | -0.0009 | 48 | 48 | 1345 | 1345 |
| 129.75 | 200 | 0.1998 | 0.15 | -0.0002 | -0.0002 | 48 | 48 | 1346 | 1346 |
| 130.00 | 200 | 0.1998 | 0.15 | 0 | 0 | 48 | 48 | 1347 | 1347 |
| 130.25 | 200 | 0.1997 | 0.15 | -0.0007 | -0.0007 | 48 | 48 | 1345 | 1345 |
| 130.50 | 200 | 0.1998 | 0.15 | -0.0001 | -0.0001 | 48 | 48 | 1347 | 1347 |
| 130.75 | 200 | 0.1997 | 0.15 | -0.0004 | -0.0004 | 48 | 48 | 1346 | 1346 |
| 131.00 | 200 | 0.1999 | 0.15 | 0.0009 | 0.0009 | 48 | 48 | 1349 | 1349 |
| 131.25 | 200 | 0.2003 | 0.15 | 0.003 | 0.003 | 48 | 48 | 1354 | 1354 |
| 131.50 | 200 | 0.2005 | 0.15 | 0.0033 | 0.0033 | 48 | 48 | 1355 | 1355 |
| 131.75 | 200 | 0.2004 | 0.15 | 0.0025 | 0.0025 | 48 | 48 | 1353 | 1353 |
| 132.00 | 200 | 0.1999 | 0.15 | -0.0007 | -0.0007 | 48 | 48 | 1346 | 1346 |
| 132.25 | 200 | 0.1997 | 0.15 | -0.0017 | -0.0017 | 48 | 48 | 1343 | 1343 |
| 132.50 | 200 | 0.2001 | 0.15 | 0.0009 | 0.0009 | 48 | 48 | 1349 | 1349 |
| 132.75 | 200 | 0.2005 | 0.15 | 0.0028 | 0.0028 | 48 | 48 | 1354 | 1354 |
| 133.00 | 200 | 0.2003 | 0.15 | 0.0016 | 0.0016 | 48 | 48 | 1351 | 1351 |
| 133.25 | 200 | 0.2001 | 0.15 | 0.0003 | 0.0003 | 48 | 48 | 1348 | 1348 |
| 133.50 | 200 | 0.2001 | 0.15 | 0 | 0 | 48 | 48 | 1348 | 1348 |
| 133.75 | 200 | 0.1999 | 0.15 | -0.0012 | -0.0012 | 48 | 48 | 1345 | 1345 |
| 134.00 | 200 | 0.2002 | 0.15 | 0.0005 | 0.0005 | 48 | 48 | 1349 | 1349 |
| 134.25 | 200 | 0.2005 | 0.15 | 0.0021 | 0.0021 | 48 | 48 | 1352 | 1352 |
| 134.50 | 200 | 0.2008 | 0.15 | 0.0038 | 0.0038 | 48 | 48 | 1357 | 1357 |
| 134.75 | 200 | 0.2008 | 0.15 | 0.003 | 0.003 | 48 | 48 | 1355 | 1355 |
| 135.00 | 200 | 0.2009 | 0.15 | 0.003 | 0.003 | 48 | 48 | 1355 | 1355 |
| 135.25 | 200 | 0.2007 | 0.15 | 0.0018 | 0.0018 | 48 | 48 | 1352 | 1352 |
| 135.50 | 200 | 0.2009 | 0.15 | 0.0024 | 0.0024 | 48 | 48 | 1354 | 1354 |
| 135.75 | 200 | 0.2008 | 0.15 | 0.002 | 0.002 | 48 | 48 | 1353 | 1353 |
| 136.00 | 200 | 0.201 | 0.15 | 0.0027 | 0.0027 | 48 | 48 | 1355 | 1355 |
| 136.25 | 200 | 0.201 | 0.15 | 0.0021 | 0.0021 | 48 | 48 | 1354 | 1354 |
| 136.50 | 200 | 0.201 | 0.15 | 0.002 | 0.002 | 48 | 48 | 1353 | 1353 |
| 136.75 | 200 | 0.2011 | 0.15 | 0.002 | 0.002 | 48 | 48 | 1354 | 1354 |
| 137.00 | 200 | 0.201 | 0.15 | 0.0015 | 0.0015 | 48 | 48 | 1352 | 1352 |
| 137.25 | 200 | 0.2007 | 0.15 | -0.0003 | -0.0003 | 48 | 48 | 1348 | 1348 |
| 137.50 | 200 | 0.2006 | 0.15 | -0.0011 | -0.0011 | 48 | 48 | 1346 | 1346 |
| 137.75 | 200 | 0.2004 | 0.15 | -0.0021 | -0.0021 | 48 | 48 | 1344 | 1344 |
| 138.00 | 200 | 0.2001 | 0.15 | -0.003 | -0.003 | 48 | 48 | 1342 | 1342 |
| 138.25 | 200 | 0.1999 | 0.15 | -0.004 | -0.004 | 48 | 48 | 1339 | 1339 |
| 138.50 | 200 | 0.1999 | 0.15 | -0.0033 | -0.0033 | 48 | 48 | 1341 | 1341 |
| 138.75 | 200 | 0.1998 | 0.15 | -0.0033 | -0.0033 | 48 | 48 | 1340 | 1340 |
| 139.00 | 200 | 0.1996 | 0.15 | -0.0042 | -0.0042 | 48 | 48 | 1338 | 1338 |
| 139.25 | 200 | 0.199 | 0.15 | -0.0066 | -0.0066 | 48 | 48 | 1332 | 1332 |
| 139.50 | 200 | 0.1991 | 0.15 | -0.0053 | -0.0053 | 48 | 48 | 1335 | 1335 |
| 139.75 | 200 | 0.1993 | 0.15 | -0.0035 | -0.0035 | 48 | 48 | 1339 | 1339 |
| 140.00 | 200 | 0.1997 | 0.15 | -0.0012 | -0.0012 | 48 | 48 | 1344 | 1344 |
| 140.25 | 200 | 0.1997 | 0.15 | -0.001 | -0.001 | 48 | 48 | 1345 | 1345 |
| 140.50 | 200 | 0.1998 | 0.15 | -0.0003 | -0.0003 | 48 | 48 | 1346 | 1346 |
| 140.75 | 200 | 0.1999 | 0.15 | 0.0004 | 0.0004 | 48 | 48 | 1348 | 1348 |
| 141.00 | 200 | 0.2001 | 0.15 | 0.0015 | 0.0015 | 48 | 48 | 1351 | 1351 |
| 141.25 | 200 | 0.2005 | 0.15 | 0.0036 | 0.0036 | 48 | 48 | 1356 | 1356 |
| 141.50 | 200 | 0.2008 | 0.15 | 0.0047 | 0.0047 | 48 | 48 | 1358 | 1358 |
| 141.75 | 200 | 0.2007 | 0.15 | 0.0036 | 0.0036 | 48 | 48 | 1356 | 1356 |
| 142.00 | 200 | 0.2003 | 0.15 | 0.0006 | 0.0006 | 48 | 48 | 1349 | 1349 |
| 142.25 | 200 | 0.2004 | 0.15 | 0.0012 | 0.0012 | 48 | 48 | 1350 | 1350 |
| 142.50 | 200 | 0.2005 | 0.15 | 0.0016 | 0.0016 | 48 | 48 | 1352 | 1352 |
| 142.75 | 200 | 0.2008 | 0.15 | 0.0028 | 0.0028 | 48 | 48 | 1354 | 1354 |
| 143.00 | 200 | 0.2008 | 0.15 | 0.0026 | 0.0026 | 48 | 48 | 1354 | 1354 |
| 143.25 | 200 | 0.2006 | 0.15 | 0.001 | 0.001 | 48 | 48 | 1351 | 1351 |
| 143.50 | 200 | 0.2005 | 0.15 | 0.0003 | 0.0003 | 48 | 48 | 1349 | 1349 |
| 143.75 | 200 | 0.2006 | 0.15 | 0.0009 | 0.0009 | 48 | 48 | 1350 | 1350 |
| 144.00 | 200 | 0.2007 | 0.15 | 0.0015 | 0.0015 | 48 | 48 | 1352 | 1352 |
| 144.25 | 200 | 0.2007 | 0.15 | 0.0015 | 0.0015 | 48 | 48 | 1352 | 1352 |
| 144.50 | 200 | 0.2005 | 0.15 | -0.0001 | -0.0001 | 48 | 48 | 1348 | 1348 |
| 144.75 | 200 | 0.2002 | 0.15 | -0.0016 | -0.0016 | 48 | 48 | 1344 | 1344 |
| 145.00 | 200 | 0.2002 | 0.15 | -0.0014 | -0.0014 | 48 | 48 | 1345 | 1345 |
| 145.25 | 200 | 0.2 | 0.15 | -0.0024 | -0.0024 | 48 | 48 | 1343 | 1343 |
| 145.50 | 200 | 0.1998 | 0.15 | -0.0032 | -0.0032 | 48 | 48 | 1340 | 1340 |
| 145.75 | 200 | 0.1999 | 0.15 | -0.0019 | -0.0019 | 48 | 48 | 1343 | 1343 |
| 146.00 | 200 | 0.1998 | 0.15 | -0.0026 | -0.0026 | 48 | 48 | 1342 | 1342 |
| 146.25 | 200 | 0.1996 | 0.15 | -0.0029 | -0.0029 | 48 | 48 | 1341 | 1341 |
| 146.50 | 200 | 0.1999 | 0.15 | -0.0014 | -0.0014 | 48 | 48 | 1344 | 1344 |
| 146.75 | 200 | 0.2001 | 0.15 | 0.0001 | 0.0001 | 48 | 48 | 1348 | 1348 |
| 147.00 | 200 | 0.2002 | 0.15 | 0.0007 | 0.0007 | 48 | 48 | 1349 | 1349 |
| 147.25 | 200 | 0.2003 | 0.15 | 0.0008 | 0.0008 | 48 | 48 | 1350 | 1350 |
| 147.50 | 200 | 0.2001 | 0.15 | 0.0001 | 0.0001 | 48 | 48 | 1348 | 1348 |
| 147.75 | 200 | 0.2002 | 0.15 | 0.0002 | 0.0002 | 48 | 48 | 1348 | 1348 |
| 148.00 | 200 | 0.2001 | 0.15 | -0.0004 | -0.0004 | 48 | 48 | 1347 | 1347 |
| 148.25 | 200 | 0.2002 | 0.15 | 0.0004 | 0.0004 | 48 | 48 | 1349 | 1349 |
| 148.50 | 200 | 0.2 | 0.15 | -0.0006 | -0.0006 | 48 | 48 | 1346 | 1346 |
| 148.75 | 200 | 0.1998 | 0.15 | -0.0017 | -0.0017 | 48 | 48 | 1343 | 1343 |
| 149.00 | 200 | 0.1997 | 0.15 | -0.0022 | -0.0022 | 48 | 48 | 1342 | 1342 |
| 149.25 | 200 | 0.1992 | 0.15 | -0.0043 | -0.0043 | 48 | 48 | 1337 | 1337 |
| 149.50 | 200 | 0.199 | 0.15 | -0.0048 | -0.0048 | 48 | 48 | 1336 | 1336 |
| 149.75 | 200 | 0.199 | 0.15 | -0.0042 | -0.0042 | 48 | 48 | 1337 | 1337 |
The control core is plain C99 that compiles for the host as well as the STM32, so it can run and be tested without hardware. A host-side simulation drives it open loop with synthetic signals. A step on the rate setpoint: P jumps, I winds up to its clamp, and D, taken on the measurement rather than the error, shows no derivative kick. Gyro noise, through the low-pass and notch filters. A sine sweep, tracing each filter’s gain and the notch’s dip. This simulation feeds nothing back: it has no plant model and no motor.
following the signal
imu (mpu-6000 · spi) → gyro filters (pt2 + notch) → attitude (mahony, six-axis) → rate pid (d on measurement) → mixer (quad-x, 48–2047) → dshot frame (throttle · telemetry · crc). imu: 8 kHz; gyro filters: 8 kHz; rate pid: 4 kHz; dshot frame: DShot300, bit-banged.
data
| step | block | what it does | rate |
|---|---|---|---|
| 1 | imu | mpu-6000 · spi | 8 kHz |
| 2 | gyro filters | pt2 + notch | 8 kHz |
| 3 | attitude | mahony, six-axis | |
| 4 | rate pid | d on measurement | 4 kHz |
| 5 | mixer | quad-x, 48–2047 | |
| 6 | dshot frame | throttle · telemetry · crc | DShot300, bit-banged |
A gyroscope measurement enters through SPI, passes through configurable low-pass and notch filtering and six-axis attitude estimation, then reaches the rate controller. A Quad-X mixer turns its output into four throttle values, and the firmware bit-bangs them as DShot300 frames, timed by the cycle counter. With no magnetometer, the attitude estimate’s yaw drifts; that is a known limit of the design.
the boundary
sim/ open-loop step, noise and sine-sweep injection; scheduler timing model; host only; csv logs; jitter simulated. core/ rate pid, mahony, filters, quad-x mixer, dshot encoding (c99); host + arm, unmodified; unit-tested. firmware/ stm32f4 registers: mpu-6000 spi, dshot300 bit-bang, dwt timing; on a kicad board; hil rig, pil sims; jitter < 1%, measured. a base for: closed-loop flight, gps/state estimation.
data
| tier | what it holds | how it runs | how it is checked |
|---|---|---|---|
| sim/ | open-loop step, noise and sine-sweep injection; scheduler timing model | host only | csv logs; jitter simulated |
| core/ | rate pid, mahony, filters, quad-x mixer, dshot encoding (c99) | host + arm, unmodified | unit-tested |
| firmware/ | stm32f4 registers: mpu-6000 spi, dshot300 bit-bang, dwt timing | on a kicad board | hil rig, pil sims; jitter < 1%, measured |
| a base for | closed-loop flight, gps/state estimation |
The firmware is real STM32F405/F411 code, written against a small hand-made register header. It builds with the ARM toolchain and runs on the KiCad board, where its loop jitter was measured under 1% at 4 kHz. I designed and built a hardware-in-the-loop rig to check the controller on that board for determinism and field reliability: a Raspberry Pi Pico 2 whose harness and plant model are written in C++. Numerous processor-in-the-loop simulations run the control code on the STM32 itself. The control core is compiled twice, unmodified: once for the host, where its unit tests and the simulation run, and once into the firmware. The timing and response figures here come from the host simulation; the board’s result is stated, not plotted.