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monad-knowledge Wi-Fi sensing lab · FIIT STU
Instrument · what the count rests on

What the headcount is made of.

The app on the previous page prints one number per minute. This page opens the back of the instrument and shows what that number rests on: every measured day on one clock, the four ways of computing a level and how often they agree, the minutes with a known headcount the count map passes through, what an empty floor reads night by night, how often each rule would have cried wolf on a night nobody was there, which receivers raise alarms alone, whether the phones in the room move with the radio reading, and whether a warm node reads differently from a cool one.

Also: each receiver and radio configuration, day against night.

Companion labs in Occupancy

In plain words Pick a day on the calendar and see people per minute: the Wi-Fi room level, calibrated that day against the Bluetooth devices the fleet heard, and fused with them. The people scale is a stated assumption you can move. A gap is a gap; nobody fills it with a zero.

Method for the level panels: Envelope, our transmitter only · Doppler 20–60 Hz, our transmitter only · Delivered-rate collapse · Envelope, every transmitter

The empty floor, night by night

env_inj: per night and receiver, the certified-empty minutes and their median, MAD and 99th percentile of the raw statistic. "Shift" is this night's median minus the previous decoded night's, in units of that night's MAD.
Night of Receiver Minutes Median MAD p99 Previous Shift (MAD)
2026-08-17 monad02 360 0.414 0.00525 0.5583 — —
2026-08-18 monad02 298 0.1281 0.0417 1.756 2026-08-17 -54.4
2026-08-26 monad02 118 0.1794 0.146 1.443 2026-08-18 +1.2
2026-08-27 monad02 360 0.1616 0.163 1.156 2026-08-26 -0.1
2026-09-02 monad02 326 0.123 0.0467 1.845 2026-08-27 -0.2
2026-09-03 monad02 326 0.1139 0.0373 1.095 2026-09-02 -0.2
2026-09-05 monad02 107 0.5295 0.166 1.627 2026-09-03 +11.1
2026-09-06 monad02 314 0.1147 0.0606 1.69 2026-09-05 -2.5
2026-09-07 monad02 330 0.1215 0.031 2.39 2026-09-06 +0.1
2026-09-08 monad02 311 0.3233 0.369 1.465 2026-09-07 +6.5
2026-09-10 monad02 100 0.1212 0.0325 1.499 2026-09-08 -0.5
2026-09-24 monad02 132 0.1122 0.00554 0.426 2026-09-10 -0.3
2026-09-28 monad02 301 0.2063 0.00385 0.5931 2026-09-24 +17.0
2026-10-02 monad02 301 0.2031 0.0119 2.083 2026-09-28 -0.8
2026-10-07 monad02 210 0.04205 0.0104 0.5939 2026-10-02 -13.5
2026-10-15 monad02 179 0.08322 0.0177 0.9434 2026-10-07 +4.0
2026-10-20 monad02 36 0.3275 0.0569 0.5871 2026-10-15 +13.8
2026-10-21 monad02 180 0.2766 0.137 0.5417 2026-10-20 -0.9
2026-10-22 monad02 179 0.2413 0.168 0.6242 2026-10-21 -0.3
2026-10-23 monad02 179 0.4379 0.0772 0.5676 2026-10-22 +1.2
2026-10-24 monad02 239 0.3527 0.103 0.5158 2026-10-23 -1.1
2026-10-25 monad02 179 0.1871 0.0879 0.5127 2026-10-24 -1.6
2026-10-26 monad02 173 0.07924 0.0221 0.3669 2026-10-25 -1.2
2026-08-17 monad03 360 0.3662 0.0316 0.8331 — —
2026-08-18 monad03 299 0.1143 0.00601 0.7357 2026-08-17 -8.0
2026-08-26 monad03 118 0.2023 0.0293 0.8291 2026-08-18 +14.6
2026-09-02 monad03 326 0.4995 0.0482 1.139 2026-08-26 +10.1
2026-09-03 monad03 326 0.147 0.0177 0.8924 2026-09-02 -7.3
2026-09-05 monad03 107 0.3988 0.304 1.015 2026-09-03 +14.2
2026-09-06 monad03 314 0.1737 0.0388 0.8168 2026-09-05 -0.7
2026-09-07 monad03 330 0.176 0.0183 1.102 2026-09-06 +0.1
2026-09-08 monad03 311 0.406 0.248 1.078 2026-09-07 +12.6
2026-09-10 monad03 100 0.1351 0.00898 1.163 2026-09-08 -1.1
2026-09-24 monad03 132 0.2363 0.0902 0.4768 2026-09-10 +11.3
2026-09-26 monad03 133 0.4223 0.0636 0.534 2026-09-24 +2.1
2026-09-27 monad03 121 0.4875 0.0395 0.5208 2026-09-26 +1.0
2026-10-02 monad03 314 0.1264 0.000865 0.1286 2026-09-27 -9.1
2026-10-07 monad03 210 0.0396 0.000827 0.05428 2026-10-02 -100.4
2026-10-13 monad03 299 0.08074 0.00485 0.1096 2026-10-07 +49.7
2026-10-14 monad03 299 0.1756 0.00137 0.18 2026-10-13 +19.6
2026-10-15 monad03 179 0.1771 0.005 0.2479 2026-10-14 +1.1
2026-10-16 monad03 178 0.3471 0.169 0.521 2026-10-15 +34.0
2026-10-17 monad03 179 0.4312 0.102 0.5356 2026-10-16 +0.5
2026-10-20 monad03 36 0.09228 0.00105 0.09562 2026-10-17 -3.3
2026-10-21 monad03 180 0.1113 0.00277 0.1283 2026-10-20 +18.2
2026-10-22 monad03 179 0.08551 0.00133 0.09565 2026-10-21 -9.3
2026-10-23 monad03 179 0.09175 0.00142 0.09817 2026-10-22 +4.7
2026-10-24 monad03 239 0.06879 0.000863 0.07425 2026-10-23 -16.2
2026-10-25 monad03 179 0.07303 0.00214 0.07998 2026-10-24 +4.9
2026-10-26 monad03 173 0.06361 0.00125 0.07075 2026-10-25 -4.4
2026-08-17 monad04 360 0.2583 0.00592 1.027 — —
2026-08-18 monad04 298 0.1606 0.0136 0.8682 2026-08-17 -16.5
2026-08-22 monad04 208 0.1256 0.00663 0.8238 2026-08-18 -2.6
2026-08-26 monad04 118 0.2137 0.0997 2.628 2026-08-22 +13.3
2026-08-27 monad04 360 0.2756 0.215 2.457 2026-08-26 +0.6
2026-09-02 monad04 326 0.2329 0.164 1.97 2026-08-27 -0.2
2026-09-03 monad04 326 0.5037 0.0538 1.849 2026-09-02 +1.7
2026-09-05 monad04 107 0.265 0.26 1.784 2026-09-03 -4.4
2026-09-06 monad04 314 0.5091 0.106 1.895 2026-09-05 +0.9
2026-09-07 monad04 330 0.5009 0.0506 2.172 2026-09-06 -0.1
2026-09-08 monad04 311 0.2995 0.314 1.027 2026-09-07 -4.0
2026-09-10 monad04 100 0.1887 0.012 0.7178 2026-09-08 -0.4
2026-09-27 monad04 149 0.09468 0.00636 0.2177 2026-09-10 -7.8
2026-09-28 monad04 311 0.09585 0.00133 0.128 2026-09-27 +0.2
2026-10-02 monad04 314 0.4557 0.0696 0.6376 2026-09-28 +270.9
2026-10-07 monad04 210 0.1269 0.00408 0.135 2026-10-02 -4.7
2026-10-13 monad04 299 0.1809 0.00154 0.193 2026-10-07 +13.3
2026-10-14 monad04 299 0.1417 0.00238 0.1697 2026-10-13 -25.4
2026-10-15 monad04 179 0.6464 0.00828 0.6651 2026-10-14 +211.9
2026-10-16 monad04 178 0.1334 0.0041 0.1644 2026-10-15 -61.9
2026-10-17 monad04 179 0.1273 0.00381 0.2022 2026-10-16 -1.5
2026-10-20 monad04 36 0.4519 0.00455 0.5445 2026-10-17 +85.1
2026-10-21 monad04 180 0.4615 0.0413 1.457 2026-10-20 +2.1
2026-10-22 monad04 179 0.3659 0.147 0.5628 2026-10-21 -2.3
2026-10-23 monad04 179 0.2423 0.0431 0.479 2026-10-22 -0.8
2026-10-24 monad04 239 0.1404 0.00236 0.3963 2026-10-23 -2.4
2026-10-25 monad04 179 0.1705 0.00208 0.4804 2026-10-24 +12.8
2026-10-26 monad04 173 0.2458 0.00791 1.053 2026-10-25 +36.1
2026-08-17 monad05 360 0.261 0.00251 0.3836 — —
2026-08-18 monad05 298 0.2807 0.115 1.055 2026-08-17 +7.8
2026-08-26 monad05 118 0.3512 0.0199 0.6862 2026-08-18 +0.6
2026-08-27 monad05 360 0.2056 0.0485 0.6284 2026-08-26 -7.3
2026-09-02 monad05 326 0.1034 0.0418 0.6457 2026-08-27 -2.1
2026-09-03 monad05 326 0.08893 0.00662 0.6871 2026-09-02 -0.3
2026-09-05 monad05 107 0.0794 0.0286 0.6341 2026-09-03 -1.4
2026-09-06 monad05 314 0.4957 0.0177 0.665 2026-09-05 +14.5
2026-09-07 monad05 330 0.08468 0.00475 0.5963 2026-09-06 -23.2
2026-09-08 monad05 311 0.2716 0.25 2.195 2026-09-07 +39.4
2026-09-10 monad05 100 0.3327 0.0444 1.595 2026-09-08 +0.2
2026-09-24 monad05 132 0.4009 0.0178 0.4561 2026-09-10 +1.5
2026-09-26 monad05 133 0.2405 0.0317 0.3219 2026-09-24 -9.0
2026-09-27 monad05 149 0.3822 0.0883 0.5533 2026-09-26 +4.5
2026-09-28 monad05 301 0.2164 0.00227 0.239 2026-09-27 -1.9
2026-10-02 monad05 314 0.1859 0.00276 0.1954 2026-09-28 -13.4
2026-10-07 monad05 210 0.448 0.0707 0.5254 2026-10-02 +94.9
2026-10-13 monad05 299 0.1423 0.0362 0.3052 2026-10-07 -4.3
2026-10-14 monad05 299 1.265 0.0498 1.347 2026-10-13 +31.0
2026-10-15 monad05 179 0.4256 0.0565 0.5072 2026-10-14 -16.9
2026-10-16 monad05 178 0.2903 0.0511 0.4588 2026-10-15 -2.4
2026-10-17 monad05 179 0.1828 0.0026 0.1909 2026-10-16 -2.1
2026-10-20 monad05 36 0.4429 0.044 0.4943 2026-10-17 +100.0
2026-10-21 monad05 180 0.2345 0.0837 0.3857 2026-10-20 -4.7
2026-10-22 monad05 179 0.0908 0.00829 0.1484 2026-10-21 -1.7
2026-10-23 monad05 179 0.122 0.00583 0.1332 2026-10-22 +3.8
2026-10-24 monad05 239 0.0889 0.00579 0.1019 2026-10-23 -5.7
2026-10-25 monad05 179 0.09204 0.00805 0.1078 2026-10-24 +0.5
2026-10-26 monad05 173 0.272 0.00704 0.292 2026-10-25 +22.4
2026-08-17 monad06 360 0.5139 0.0309 2.004 — —
2026-08-22 monad06 208 0.4421 0.119 0.6891 2026-08-17 -2.3
2026-08-26 monad06 118 0.3191 0.083 4.441 2026-08-22 -1.0
2026-08-27 monad06 360 0.3651 0.169 4.777 2026-08-26 +0.6
2026-09-02 monad06 326 0.3276 0.209 4.731 2026-08-27 -0.2
2026-09-03 monad06 326 0.5502 0.129 4.623 2026-09-02 +1.1
2026-09-05 monad06 107 0.4877 0.4 3.538 2026-09-03 -0.5
2026-09-06 monad06 314 0.567 0.136 4.618 2026-09-05 +0.2
2026-09-07 monad06 330 0.4113 0.115 4.009 2026-09-06 -1.1
2026-09-08 monad06 311 0.4382 0.467 3.755 2026-09-07 +0.2
2026-09-10 monad06 100 0.09942 0.0211 0.9959 2026-09-08 -0.7
2026-09-24 monad06 132 0.2108 0.036 2.59 2026-09-10 +5.3
2026-09-26 monad06 133 0.136 0.0162 1.765 2026-09-24 -2.1
2026-09-27 monad06 149 0.2429 0.0708 2.328 2026-09-26 +6.6
2026-09-28 monad06 301 0.425 0.0754 2.946 2026-09-27 +2.6
2026-10-02 monad06 314 0.3545 0.0216 0.6304 2026-09-28 -0.9
2026-10-07 monad06 210 0.1209 0.03 2.146 2026-10-02 -10.8
2026-10-13 monad06 299 0.202 0.0318 3.021 2026-10-07 +2.7
2026-10-14 monad06 299 0.1885 0.0339 2.524 2026-10-13 -0.4
2026-10-16 monad06 178 0.1765 0.0434 2.709 2026-10-14 -0.4
2026-10-17 monad06 179 0.341 0.012 1.686 2026-10-16 +3.8
2026-10-20 monad06 36 0.2882 0.0228 2.842 2026-10-17 -4.4
2026-10-21 monad06 180 0.1153 0.0204 1.723 2026-10-20 -7.6
2026-10-22 monad06 179 0.4971 0.0368 2.276 2026-10-21 +18.7
2026-10-26 monad06 173 0.443 0.0919 1.041 2026-10-22 -1.5
2026-08-18 monad07 298 0.2394 0.00455 0.674 — —
2026-08-22 monad07 208 3.268 0.239 3.665 2026-08-18 +665.4
2026-08-26 monad07 118 0.444 0.0257 0.9821 2026-08-22 -11.8
2026-09-02 monad07 326 0.602 0.019 1.245 2026-08-26 +6.1
2026-09-03 monad07 326 0.6044 0.0128 1.07 2026-09-02 +0.1
2026-09-05 monad07 107 0.5659 0.108 1.252 2026-09-03 -3.0
2026-09-06 monad07 314 0.5197 0.0343 1.253 2026-09-05 -0.4
2026-09-07 monad07 330 0.4028 0.0159 1.111 2026-09-06 -3.4
2026-09-08 monad07 311 0.8526 0.434 1.257 2026-09-07 +28.3
2026-09-10 monad07 100 0.363 0.00431 0.8172 2026-09-08 -1.1
2026-09-11 monad07 308 0.5868 0.0151 0.6198 2026-09-10 +51.9
2026-09-26 monad07 133 0.2784 0.0024 0.2854 2026-09-11 -20.4
2026-09-27 monad07 149 0.2772 0.00261 0.2898 2026-09-26 -0.5
2026-09-28 monad07 311 0.2738 0.00401 0.2946 2026-09-27 -1.3
2026-10-02 monad07 314 0.4845 0.00851 0.505 2026-09-28 +52.6
2026-10-07 monad07 210 0.2441 0.00399 0.2725 2026-10-02 -28.2
2026-10-13 monad07 299 0.2926 0.00295 0.3112 2026-10-07 +12.2
2026-10-15 monad07 179 0.1679 0.00185 0.1803 2026-10-13 -42.3
2026-10-16 monad07 178 1.954 0.0354 2.02 2026-10-15 +967.6
2026-10-17 monad07 179 0.4983 0.0281 0.5885 2026-10-16 -41.1
2026-10-20 monad07 36 0.3993 0.0115 0.4521 2026-10-17 -3.5
2026-10-21 monad07 180 0.2547 0.00328 0.2837 2026-10-20 -12.6
2026-10-22 monad07 179 0.2859 0.00295 0.3328 2026-10-21 +9.5
2026-10-23 monad07 179 0.4393 0.00516 0.4688 2026-10-22 +52.0
2026-10-24 monad07 239 0.4383 0.00393 0.4646 2026-10-23 -0.2
2026-10-25 monad07 179 1.687 0.0216 1.749 2026-10-24 +317.7
2026-10-26 monad07 173 0.2351 0.00276 0.2576 2026-10-25 -67.2
2026-08-18 monad08 298 0.2279 0.0181 0.5696 — —
2026-08-26 monad08 118 0.09718 0.0726 0.8103 2026-08-18 -7.2
2026-08-27 monad08 360 0.5433 0.255 0.9508 2026-08-26 +6.1
2026-09-02 monad08 326 0.466 0.107 2.896 2026-08-27 -0.3
2026-09-03 monad08 326 0.2237 0.0674 2.887 2026-09-02 -2.3
2026-09-05 monad08 107 0.1369 0.0446 0.8583 2026-09-03 -1.3
2026-09-06 monad08 314 0.1491 0.0496 1.681 2026-09-05 +0.3
2026-09-07 monad08 330 0.1333 0.0457 1.225 2026-09-06 -0.3
2026-09-08 monad08 311 0.238 0.19 0.548 2026-09-07 +2.3
2026-09-10 monad08 100 0.06584 0.0231 0.5457 2026-09-08 -0.9
2026-09-24 monad08 132 0.1094 0.0011 0.1333 2026-09-10 +1.9
2026-09-26 monad08 133 0.2089 0.00226 0.2135 2026-09-24 +90.4
2026-09-27 monad08 149 0.1596 0.00117 0.1761 2026-09-26 -21.8
2026-09-28 monad08 301 0.4631 0.0268 0.4933 2026-09-27 +259.7
2026-10-07 monad08 210 0.4923 0.0151 0.5165 2026-09-28 +1.1
2026-10-13 monad08 299 0.612 0.0265 0.792 2026-10-07 +7.9
2026-10-14 monad08 299 0.2532 0.0231 0.3041 2026-10-13 -13.5
2026-10-15 monad08 179 0.5297 0.033 0.5676 2026-10-14 +12.0
2026-10-16 monad08 178 0.09527 0.00103 0.2599 2026-10-15 -13.2
2026-10-17 monad08 179 0.1755 0.0149 0.2966 2026-10-16 +77.6
2026-10-20 monad08 36 0.2835 0.00112 0.2863 2026-10-17 +7.2
2026-10-21 monad08 180 0.4366 0.0787 1.238 2026-10-20 +136.4
2026-10-22 monad08 179 0.0984 0.0341 0.9782 2026-10-21 -4.3
2026-10-23 monad08 179 0.125 0.0367 1.265 2026-10-22 +0.8
2026-10-24 monad08 239 0.962 0.0723 1.061 2026-10-23 +22.8
2026-10-25 monad08 179 0.05475 0.000761 0.06001 2026-10-24 -12.5
2026-10-26 monad08 173 0.2307 0.00219 0.2759 2026-10-25 +231.3
2026-08-18 monad09 298 0.1057 0.0064 0.85 — —
2026-08-22 monad09 208 0.1774 0.00915 0.8739 2026-08-18 +11.2
2026-08-26 monad09 118 0.3584 0.067 1.071 2026-08-22 +19.8
2026-08-27 monad09 360 0.2741 0.048 0.8293 2026-08-26 -1.3
2026-09-02 monad09 326 0.08369 0.00558 0.4313 2026-08-27 -4.0
2026-09-03 monad09 326 0.1132 0.0397 1.594 2026-09-02 +5.3
2026-09-05 monad09 107 0.1203 0.0621 0.7923 2026-09-03 +0.2
2026-09-06 monad09 314 0.09683 0.02 1.149 2026-09-05 -0.4
2026-09-07 monad09 330 0.2743 0.0284 1.367 2026-09-06 +8.9
2026-09-08 monad09 311 0.5099 0.367 1.012 2026-09-07 +8.3
2026-09-10 monad09 100 0.1988 0.00822 0.6361 2026-09-08 -0.8
2026-09-24 monad09 132 0.3319 0.0183 0.3839 2026-09-10 +16.2
2026-09-26 monad09 133 0.2952 0.00893 0.3259 2026-09-24 -2.0
2026-09-27 monad09 121 0.4595 0.0125 0.4829 2026-09-26 +18.4
2026-09-28 monad09 311 0.1043 0.00949 1.043 2026-09-27 -28.4
2026-10-02 monad09 301 0.168 0.00182 0.1736 2026-09-28 +6.7
2026-10-07 monad09 210 0.1292 0.000964 0.1357 2026-10-02 -21.4
2026-10-13 monad09 299 0.2117 0.0378 0.3093 2026-10-07 +85.6
2026-10-14 monad09 299 1.654 0.0848 1.743 2026-10-13 +38.2
2026-10-21 monad09 180 0.1249 0.00496 0.136 2026-10-14 -18.0
2026-10-22 monad09 179 0.1091 0.00116 0.1114 2026-10-21 -3.2
2026-08-18 monad10 298 0.5579 0.0675 2.191 — —
2026-08-22 monad10 208 0.1988 0.0902 1.772 2026-08-18 -5.3
2026-08-26 monad10 118 0.8029 0.016 0.915 2026-08-22 +6.7
2026-09-02 monad10 326 0.1442 0.0463 0.8685 2026-08-26 -41.3
2026-09-03 monad10 326 0.1452 0.0122 0.6954 2026-09-02 +0.0
2026-09-05 monad10 107 0.3267 0.0654 1.073 2026-09-03 +14.9
2026-09-06 monad10 314 0.3172 0.0259 1.105 2026-09-05 -0.1
2026-09-07 monad10 330 0.3122 0.0171 1.347 2026-09-06 -0.2
2026-09-08 monad10 311 0.4054 0.229 1.051 2026-09-07 +5.4
2026-09-10 monad10 100 0.232 0.0367 2.796 2026-09-08 -0.8
2026-09-11 monad10 308 0.09279 0.00195 0.1267 2026-09-10 -3.8
2026-09-24 monad10 132 0.5324 0.0718 0.9202 2026-09-11 +225.2
2026-09-26 monad10 133 0.4375 0.043 0.4997 2026-09-24 -1.3
2026-09-27 monad10 149 0.3058 0.0566 0.4259 2026-09-26 -3.1
2026-09-28 monad10 311 0.08508 0.00155 1.845 2026-09-27 -3.9
2026-10-02 monad10 314 0.2077 0.0691 0.4159 2026-09-28 +78.9
2026-10-07 monad10 210 0.1082 0.00536 0.5604 2026-10-02 -1.4
2026-10-13 monad10 299 0.4384 0.0762 2.597 2026-10-07 +61.6
2026-10-14 monad10 299 0.434 0.0628 0.8181 2026-10-13 -0.1
2026-10-15 monad10 179 0.2662 0.0223 1.634 2026-10-14 -2.7
2026-10-16 monad10 178 0.1878 0.0129 1.393 2026-10-15 -3.5
2026-10-17 monad10 179 0.1943 0.0179 2.192 2026-10-16 +0.5
2026-10-20 monad10 36 0.1317 0.000966 0.1424 2026-10-17 -3.5
2026-10-21 monad10 180 0.1104 0.00188 0.1136 2026-10-20 -22.1
2026-10-26 monad10 173 0.1234 0.0186 1.667 2026-10-21 +6.9

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