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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_pooled: 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 1.921 0.0729 2.571 — —
2026-08-18 monad02 298 1.675 0.363 3.019 2026-08-17 -3.4
2026-08-26 monad02 118 1.458 0.549 3.272 2026-08-18 -0.6
2026-08-27 monad02 360 1.024 0.696 3.203 2026-08-26 -0.8
2026-09-02 monad02 326 2.819 0.461 3.215 2026-08-27 +2.6
2026-09-03 monad02 326 1.528 0.477 3.417 2026-09-02 -2.8
2026-09-05 monad02 107 2.665 0.81 3.633 2026-09-03 +2.4
2026-09-06 monad02 314 1.995 0.474 3.125 2026-09-05 -0.8
2026-09-07 monad02 330 2.146 0.437 3.154 2026-09-06 +0.3
2026-09-08 monad02 311 2.224 0.328 3.465 2026-09-07 +0.2
2026-09-10 monad02 100 1.022 0.446 1.983 2026-09-08 -3.7
2026-09-24 monad02 132 0.118 0.0106 0.4268 2026-09-10 -2.0
2026-09-28 monad02 301 0.2195 0.0136 0.5931 2026-09-24 +9.6
2026-10-02 monad02 301 0.207 0.0124 2.083 2026-09-28 -0.9
2026-10-07 monad02 210 0.04791 0.013 0.5939 2026-10-02 -12.9
2026-10-15 monad02 179 0.08652 0.0174 0.9434 2026-10-07 +3.0
2026-10-20 monad02 36 0.3604 0.0599 0.5946 2026-10-15 +15.7
2026-10-21 monad02 180 0.2977 0.123 0.5508 2026-10-20 -1.0
2026-10-22 monad02 179 0.2469 0.16 0.6353 2026-10-21 -0.4
2026-10-23 monad02 179 0.4494 0.0789 0.5865 2026-10-22 +1.3
2026-10-24 monad02 239 0.3678 0.0996 0.5392 2026-10-23 -1.0
2026-10-25 monad02 179 0.2162 0.0784 0.5178 2026-10-24 -1.5
2026-08-17 monad03 360 0.573 0.0385 1.185 — —
2026-08-18 monad03 299 0.9157 0.324 2.125 2026-08-17 +8.9
2026-08-26 monad03 118 1.604 0.428 2.602 2026-08-18 +2.1
2026-09-02 monad03 326 1.172 0.464 1.67 2026-08-26 -1.0
2026-09-03 monad03 326 1.497 0.374 2.241 2026-09-02 +0.7
2026-09-05 monad03 107 1.458 0.17 1.811 2026-09-03 -0.1
2026-09-06 monad03 314 1.432 0.237 1.926 2026-09-05 -0.2
2026-09-07 monad03 330 1.572 0.296 1.918 2026-09-06 +0.6
2026-09-08 monad03 311 1.639 0.257 1.996 2026-09-07 +0.2
2026-09-10 monad03 100 1.94 0.199 3.543 2026-09-08 +1.2
2026-09-24 monad03 132 0.2387 0.0883 0.477 2026-09-10 -8.5
2026-09-26 monad03 133 0.4223 0.0622 0.5341 2026-09-24 +2.1
2026-09-27 monad03 121 0.4886 0.04 0.5212 2026-09-26 +1.1
2026-10-02 monad03 314 0.1276 0.00178 0.1436 2026-09-27 -9.0
2026-10-07 monad03 210 0.05759 0.0158 0.08468 2026-10-02 -39.3
2026-10-13 monad03 299 0.08111 0.00501 0.1173 2026-10-07 +1.5
2026-10-14 monad03 299 0.1764 0.00194 0.1826 2026-10-13 +19.0
2026-10-15 monad03 179 0.1826 0.00824 0.25 2026-10-14 +3.2
2026-10-16 monad03 178 0.3503 0.171 0.5244 2026-10-15 +20.4
2026-10-17 monad03 179 0.432 0.103 0.5368 2026-10-16 +0.5
2026-10-20 monad03 36 0.09401 0.00254 0.1167 2026-10-17 -3.3
2026-10-21 monad03 180 0.1125 0.00351 0.1391 2026-10-20 +7.3
2026-10-22 monad03 179 0.08746 0.00276 0.1265 2026-10-21 -7.1
2026-10-23 monad03 179 0.09313 0.00207 0.09971 2026-10-22 +2.1
2026-10-24 monad03 239 0.06945 0.00144 0.07555 2026-10-23 -11.5
2026-10-25 monad03 179 0.0735 0.00227 0.09151 2026-10-24 +2.8
2026-08-17 monad04 360 2.609 0.362 4.434 — —
2026-08-18 monad04 298 1.766 0.622 3.708 2026-08-17 -2.3
2026-08-22 monad04 208 1.171 0.0718 3.05 2026-08-18 -1.0
2026-08-26 monad04 118 3.124 0.87 5.232 2026-08-22 +27.2
2026-08-27 monad04 360 2.449 0.898 4.675 2026-08-26 -0.8
2026-09-02 monad04 326 2.305 1.01 3.904 2026-08-27 -0.2
2026-09-03 monad04 326 1.546 0.732 4.143 2026-09-02 -0.8
2026-09-05 monad04 107 2.162 0.544 3.093 2026-09-03 +0.8
2026-09-06 monad04 314 1.901 0.701 3.419 2026-09-05 -0.5
2026-09-07 monad04 330 1.355 0.184 2.651 2026-09-06 -0.8
2026-09-08 monad04 311 1.046 0.266 1.434 2026-09-07 -1.7
2026-09-10 monad04 100 1.97 0.195 3.386 2026-09-08 +3.5
2026-09-27 monad04 149 0.09613 0.00644 0.2187 2026-09-10 -9.6
2026-09-28 monad04 311 0.09897 0.0027 0.1295 2026-09-27 +0.4
2026-10-02 monad04 314 0.458 0.0681 0.6405 2026-09-28 +132.9
2026-10-07 monad04 210 0.1281 0.00484 0.1409 2026-10-02 -4.8
2026-10-13 monad04 299 0.1817 0.00208 0.1967 2026-10-07 +11.1
2026-10-14 monad04 299 0.1466 0.00401 0.1747 2026-10-13 -16.9
2026-10-15 monad04 179 0.6495 0.00945 0.6693 2026-10-14 +125.5
2026-10-16 monad04 178 0.1588 0.00806 0.1933 2026-10-15 -51.9
2026-10-17 monad04 179 0.1529 0.0103 0.235 2026-10-16 -0.7
2026-10-20 monad04 36 0.4548 0.00534 0.545 2026-10-17 +29.2
2026-10-21 monad04 180 0.4655 0.0411 1.457 2026-10-20 +2.0
2026-10-22 monad04 179 0.3661 0.147 0.5628 2026-10-21 -2.4
2026-10-23 monad04 179 0.2498 0.0438 0.479 2026-10-22 -0.8
2026-10-24 monad04 239 0.156 0.00656 0.4012 2026-10-23 -2.1
2026-10-25 monad04 179 0.1788 0.00626 0.4804 2026-10-24 +3.5
2026-08-17 monad05 360 2.859 0.326 7.335 — —
2026-08-18 monad05 298 0.7115 0.291 2.267 2026-08-17 -6.6
2026-08-26 monad05 118 2.052 0.204 2.57 2026-08-18 +4.6
2026-08-27 monad05 360 1.854 0.257 2.567 2026-08-26 -1.0
2026-09-02 monad05 326 0.4856 0.233 0.8714 2026-08-27 -5.3
2026-09-03 monad05 326 0.4959 0.392 4.276 2026-09-02 +0.0
2026-09-05 monad05 107 0.5694 0.161 0.9112 2026-09-03 +0.2
2026-09-06 monad05 314 0.5414 0.0975 0.9032 2026-09-05 -0.2
2026-09-07 monad05 330 0.5406 0.0716 1.003 2026-09-06 -0.0
2026-09-08 monad05 311 0.814 0.351 2.236 2026-09-07 +3.8
2026-09-10 monad05 100 1.374 0.892 2.578 2026-09-08 +1.6
2026-09-24 monad05 132 0.4015 0.0175 0.4569 2026-09-10 -1.1
2026-09-26 monad05 133 0.2409 0.0333 0.322 2026-09-24 -9.2
2026-09-27 monad05 149 0.3831 0.0896 0.5533 2026-09-26 +4.3
2026-09-28 monad05 301 0.2175 0.00285 0.2671 2026-09-27 -1.8
2026-10-02 monad05 314 0.2006 0.00836 0.2615 2026-09-28 -5.9
2026-10-07 monad05 210 0.4542 0.0701 0.5291 2026-10-02 +30.3
2026-10-13 monad05 299 0.1552 0.0384 0.3117 2026-10-07 -4.3
2026-10-14 monad05 299 1.268 0.047 1.349 2026-10-13 +29.0
2026-10-15 monad05 179 0.4262 0.0573 0.5073 2026-10-14 -17.9
2026-10-16 monad05 178 0.2965 0.0521 0.4618 2026-10-15 -2.3
2026-10-17 monad05 179 0.1863 0.0036 0.1954 2026-10-16 -2.1
2026-10-20 monad05 36 0.4531 0.0448 0.5079 2026-10-17 +74.1
2026-10-21 monad05 180 0.2378 0.0796 0.3898 2026-10-20 -4.8
2026-10-22 monad05 179 0.09346 0.00938 0.1494 2026-10-21 -1.8
2026-10-23 monad05 179 0.1291 0.00734 0.1422 2026-10-22 +3.8
2026-10-24 monad05 239 0.09609 0.00764 0.1137 2026-10-23 -4.5
2026-10-25 monad05 179 0.09832 0.00879 0.1165 2026-10-24 +0.3
2026-08-17 monad06 360 4.083 0.424 6.112 — —
2026-08-22 monad06 208 1.432 0.138 4.026 2026-08-17 -6.3
2026-08-26 monad06 118 0.8139 0.228 1.63 2026-08-22 -4.5
2026-08-27 monad06 360 0.8776 0.194 2.438 2026-08-26 +0.3
2026-09-02 monad06 326 2.057 0.61 3.546 2026-08-27 +6.1
2026-09-03 monad06 326 1.904 0.926 4.692 2026-09-02 -0.3
2026-09-05 monad06 107 2.245 0.437 3.208 2026-09-03 +0.4
2026-09-06 monad06 314 1.957 0.374 3.73 2026-09-05 -0.7
2026-09-07 monad06 330 1.412 0.173 3.591 2026-09-06 -1.5
2026-09-08 monad06 311 1.156 0.256 3.393 2026-09-07 -1.5
2026-09-10 monad06 100 2.558 0.241 5.372 2026-09-08 +5.5
2026-09-24 monad06 132 0.211 0.0356 2.59 2026-09-10 -9.8
2026-09-26 monad06 133 0.1376 0.0184 1.765 2026-09-24 -2.1
2026-09-27 monad06 149 0.2485 0.0687 2.328 2026-09-26 +6.0
2026-09-28 monad06 301 0.4251 0.0755 2.946 2026-09-27 +2.6
2026-10-02 monad06 314 0.3595 0.0234 0.6304 2026-09-28 -0.9
2026-10-07 monad06 210 0.1224 0.0308 2.146 2026-10-02 -10.1
2026-10-13 monad06 299 0.2023 0.0317 3.021 2026-10-07 +2.6
2026-10-14 monad06 299 0.1893 0.0339 2.524 2026-10-13 -0.4
2026-10-16 monad06 178 0.1766 0.0432 2.709 2026-10-14 -0.4
2026-10-17 monad06 179 0.3414 0.0122 1.686 2026-10-16 +3.8
2026-10-20 monad06 36 0.2903 0.0247 2.842 2026-10-17 -4.2
2026-10-21 monad06 180 0.1385 0.0181 1.723 2026-10-20 -6.1
2026-10-22 monad06 179 0.5031 0.0356 2.276 2026-10-21 +20.1
2026-08-18 monad07 298 1.793 0.431 3.596 — —
2026-08-22 monad07 208 3.358 0.223 3.674 2026-08-18 +3.6
2026-08-26 monad07 118 2.688 0.773 3.849 2026-08-22 -3.0
2026-09-02 monad07 326 4.026 0.924 5.13 2026-08-26 +1.7
2026-09-03 monad07 326 3.222 0.618 4.567 2026-09-02 -0.9
2026-09-05 monad07 107 3.285 0.314 3.79 2026-09-03 +0.1
2026-09-06 monad07 314 2.873 0.523 3.561 2026-09-05 -1.3
2026-09-07 monad07 330 2.411 0.329 3.709 2026-09-06 -0.9
2026-09-08 monad07 311 2.805 0.587 3.738 2026-09-07 +1.2
2026-09-10 monad07 100 0.9793 0.521 1.956 2026-09-08 -3.1
2026-09-11 monad07 308 0.5965 0.0305 3.647 2026-09-10 -0.7
2026-09-26 monad07 133 0.2805 0.00317 0.2905 2026-09-11 -10.4
2026-09-27 monad07 149 0.2808 0.00359 0.2924 2026-09-26 +0.1
2026-09-28 monad07 311 0.2822 0.00883 0.3542 2026-09-27 +0.4
2026-10-02 monad07 314 0.4862 0.00893 0.5073 2026-09-28 +23.1
2026-10-07 monad07 210 0.2441 0.00398 0.2725 2026-10-02 -27.1
2026-10-13 monad07 299 0.2926 0.00299 0.3112 2026-10-07 +12.2
2026-10-15 monad07 179 0.1686 0.00217 0.1811 2026-10-13 -41.5
2026-10-16 monad07 178 1.954 0.0354 2.02 2026-10-15 +823.3
2026-10-17 monad07 179 0.4983 0.0279 0.5889 2026-10-16 -41.1
2026-10-20 monad07 36 0.4437 0.0182 0.5481 2026-10-17 -2.0
2026-10-21 monad07 180 0.2774 0.00995 0.3139 2026-10-20 -9.1
2026-10-22 monad07 179 0.2937 0.00567 0.3572 2026-10-21 +1.6
2026-10-23 monad07 179 0.4395 0.00527 0.4688 2026-10-22 +25.7
2026-10-24 monad07 239 0.4384 0.00391 0.4647 2026-10-23 -0.2
2026-10-25 monad07 179 1.687 0.0216 1.749 2026-10-24 +319.5
2026-08-18 monad08 298 1.194 0.133 3.855 — —
2026-08-26 monad08 118 1.73 0.233 4.276 2026-08-18 +4.0
2026-08-27 monad08 360 1.864 0.682 4.206 2026-08-26 +0.6
2026-09-02 monad08 326 2.049 0.395 2.835 2026-08-27 +0.3
2026-09-03 monad08 326 1.936 0.545 3.231 2026-09-02 -0.3
2026-09-05 monad08 107 2.29 0.405 3.502 2026-09-03 +0.6
2026-09-06 monad08 314 2.255 0.747 4.111 2026-09-05 -0.1
2026-09-07 monad08 330 2.01 0.223 3.755 2026-09-06 -0.3
2026-09-08 monad08 311 1.692 0.478 3.378 2026-09-07 -1.4
2026-09-10 monad08 100 0.7597 0.236 1.532 2026-09-08 -2.0
2026-09-24 monad08 132 1.024 0.101 6.64 2026-09-10 +1.1
2026-09-26 monad08 133 0.4549 0.069 3.19 2026-09-24 -5.7
2026-09-27 monad08 149 0.3759 0.0654 3.161 2026-09-26 -1.1
2026-09-28 monad08 301 0.4933 0.0277 1.667 2026-09-27 +1.8
2026-10-07 monad08 210 0.4944 0.0159 0.5289 2026-09-28 +0.0
2026-10-13 monad08 299 0.6126 0.026 0.792 2026-10-07 +7.4
2026-10-14 monad08 299 0.2561 0.022 0.3057 2026-10-13 -13.7
2026-10-15 monad08 179 0.5306 0.0333 0.5689 2026-10-14 +12.5
2026-10-16 monad08 178 0.102 0.0062 0.2599 2026-10-15 -12.9
2026-10-17 monad08 179 0.1769 0.0152 0.2972 2026-10-16 +12.1
2026-10-20 monad08 36 0.286 0.00161 0.2969 2026-10-17 +7.2
2026-10-21 monad08 180 0.4665 0.0745 1.238 2026-10-20 +112.0
2026-10-22 monad08 179 0.09932 0.0346 0.9782 2026-10-21 -4.9
2026-10-23 monad08 179 0.1289 0.0356 1.265 2026-10-22 +0.9
2026-10-24 monad08 239 0.9621 0.072 1.061 2026-10-23 +23.4
2026-10-25 monad08 179 0.05958 0.00518 0.0686 2026-10-24 -12.5
2026-08-18 monad09 299 2.551 0.547 4.115 — —
2026-08-22 monad09 208 1.722 0.123 5.379 2026-08-18 -1.5
2026-08-26 monad09 118 4.254 1.55 6.25 2026-08-22 +20.5
2026-08-27 monad09 360 2.657 0.642 6.115 2026-08-26 -1.0
2026-09-02 monad09 326 2.043 0.844 2.679 2026-08-27 -1.0
2026-09-03 monad09 326 1.1 0.424 2.47 2026-09-02 -1.1
2026-09-05 monad09 107 2.773 0.562 3.329 2026-09-03 +3.9
2026-09-06 monad09 314 2.187 0.534 3.204 2026-09-05 -1.0
2026-09-07 monad09 330 2.584 0.413 3.084 2026-09-06 +0.7
2026-09-08 monad09 311 2.563 0.454 3.36 2026-09-07 -0.1
2026-09-10 monad09 100 2.918 0.204 3.485 2026-09-08 +0.8
2026-09-24 monad09 132 0.3322 0.0183 0.3842 2026-09-10 -12.7
2026-09-26 monad09 133 0.299 0.0104 0.33 2026-09-24 -1.8
2026-09-27 monad09 121 0.4624 0.0118 0.486 2026-09-26 +15.7
2026-09-28 monad09 311 0.1076 0.0135 1.045 2026-09-27 -30.0
2026-10-02 monad09 301 0.1684 0.0018 0.1742 2026-09-28 +4.5
2026-10-07 monad09 210 0.1295 0.00106 0.1359 2026-10-02 -21.6
2026-10-13 monad09 299 0.212 0.0383 0.3097 2026-10-07 +78.1
2026-10-14 monad09 299 1.654 0.0847 1.743 2026-10-13 +37.7
2026-10-21 monad09 180 0.1559 0.012 0.1979 2026-10-14 -17.7
2026-10-22 monad09 179 0.1096 0.0012 0.1132 2026-10-21 -3.9
2026-08-18 monad10 299 2.291 0.6 5.382 — —
2026-08-22 monad10 208 0.5297 0.0639 2.27 2026-08-18 -2.9
2026-08-26 monad10 118 1.793 0.586 2.957 2026-08-22 +19.8
2026-09-02 monad10 326 0.7403 0.34 1.857 2026-08-26 -1.8
2026-09-03 monad10 326 1.32 0.266 2.024 2026-09-02 +1.7
2026-09-05 monad10 107 1.467 0.458 2.258 2026-09-03 +0.6
2026-09-06 monad10 314 1.123 0.485 2.42 2026-09-05 -0.8
2026-09-07 monad10 330 0.6584 0.129 1.28 2026-09-06 -1.0
2026-09-08 monad10 311 1.603 0.607 2.518 2026-09-07 +7.3
2026-09-10 monad10 100 1.245 0.412 2.35 2026-09-08 -0.6
2026-09-11 monad10 308 0.0943 0.00339 1.468 2026-09-10 -2.8
2026-09-24 monad10 132 0.5427 0.0684 0.9202 2026-09-11 +132.2
2026-09-26 monad10 133 0.4408 0.0432 0.5014 2026-09-24 -1.5
2026-09-27 monad10 149 0.3096 0.0581 0.4279 2026-09-26 -3.0
2026-09-28 monad10 311 0.109 0.0317 1.845 2026-09-27 -3.5
2026-10-02 monad10 314 0.2122 0.066 0.4192 2026-09-28 +3.3
2026-10-07 monad10 210 0.1117 0.00795 0.561 2026-10-02 -1.5
2026-10-13 monad10 299 0.4394 0.0771 2.597 2026-10-07 +41.2
2026-10-14 monad10 299 0.4365 0.0616 0.8181 2026-10-13 -0.0
2026-10-15 monad10 179 0.2697 0.0214 1.634 2026-10-14 -2.7
2026-10-16 monad10 178 0.1932 0.0144 1.393 2026-10-15 -3.6
2026-10-17 monad10 179 0.2021 0.0184 2.192 2026-10-16 +0.6
2026-10-20 monad10 36 0.148 0.00861 0.1876 2026-10-17 -2.9
2026-10-21 monad10 180 0.1203 0.00544 0.1353 2026-10-20 -3.2

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