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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

rate_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 1.491e+04 98.6 1.499e+04 — —
2026-08-18 monad02 298 1.497e+04 21.5 1.499e+04 2026-08-17 +0.6
2026-08-26 monad02 118 1.463e+04 345 1.488e+04 2026-08-18 -16.0
2026-08-27 monad02 360 1.457e+04 517 1.492e+04 2026-08-26 -0.2
2026-09-02 monad02 326 1.469e+04 341 1.494e+04 2026-08-27 +0.2
2026-09-03 monad02 326 1.487e+04 162 1.499e+04 2026-09-02 +0.5
2026-09-05 monad02 107 1.432e+04 888 1.493e+04 2026-09-03 -3.4
2026-09-06 monad02 314 1.477e+04 269 1.495e+04 2026-09-05 +0.5
2026-09-07 monad02 330 1.47e+04 159 1.489e+04 2026-09-06 -0.2
2026-09-08 monad02 311 1.321e+04 2.44e+03 1.492e+04 2026-09-07 -9.4
2026-09-10 monad02 100 1.479e+04 80.8 1.491e+04 2026-09-08 +0.6
2026-09-24 monad02 132 1.49e+04 16.3 1.493e+04 2026-09-10 +1.4
2026-09-28 monad02 301 1.49e+04 43 1.496e+04 2026-09-24 -0.3
2026-10-02 monad02 301 1.49e+04 41.5 1.495e+04 2026-09-28 +0.0
2026-10-07 monad02 210 1.491e+04 26.7 1.495e+04 2026-10-02 +0.4
2026-10-15 monad02 179 1.497e+04 7.41 1.499e+04 2026-10-07 +2.3
2026-10-20 monad02 36 1.494e+04 16.3 1.496e+04 2026-10-15 -5.2
2026-10-21 monad02 180 1.493e+04 22.2 1.495e+04 2026-10-20 -0.4
2026-10-22 monad02 179 1.494e+04 23.7 1.497e+04 2026-10-21 +0.6
2026-10-23 monad02 179 1.494e+04 13.3 1.496e+04 2026-10-22 +0.0
2026-10-24 monad02 239 1.495e+04 13.3 1.497e+04 2026-10-23 +0.3
2026-10-25 monad02 179 1.494e+04 11.9 1.497e+04 2026-10-24 -0.4
2026-10-26 monad02 173 1.489e+04 16.3 1.492e+04 2026-10-25 -4.4
2026-08-17 monad03 360 1.388e+04 1.55e+03 1.495e+04 — —
2026-08-18 monad03 299 1.498e+04 19.3 1.5e+04 2026-08-17 +0.7
2026-08-26 monad03 118 1.486e+04 171 1.498e+04 2026-08-18 -6.0
2026-09-02 monad03 326 1.495e+04 44.5 1.499e+04 2026-08-26 +0.5
2026-09-03 monad03 326 1.498e+04 23 1.5e+04 2026-09-02 +0.6
2026-09-05 monad03 107 1.488e+04 148 1.498e+04 2026-09-03 -4.2
2026-09-06 monad03 314 1.495e+04 37.1 1.499e+04 2026-09-05 +0.5
2026-09-07 monad03 330 1.496e+04 29.7 1.499e+04 2026-09-06 +0.1
2026-09-08 monad03 311 1.308e+04 2.79e+03 1.498e+04 2026-09-07 -63.3
2026-09-10 monad03 100 1.497e+04 15.6 1.499e+04 2026-09-08 +0.7
2026-09-24 monad03 132 1.499e+04 4.45 1.5e+04 2026-09-10 +1.1
2026-09-26 monad03 133 1.499e+04 2.97 1.499e+04 2026-09-24 +0.0
2026-09-27 monad03 121 1.499e+04 4.45 1.5e+04 2026-09-26 +0.3
2026-10-02 monad03 314 1.5e+04 0 1.5e+04 2026-09-27 +2.7
2026-10-07 monad03 210 1.5e+04 1.48 1.5e+04 2026-10-02 —
2026-10-13 monad03 299 1.5e+04 0 1.5e+04 2026-10-07 +0.7
2026-10-14 monad03 299 1.5e+04 0 1.5e+04 2026-10-13 —
2026-10-15 monad03 179 1.5e+04 0 1.5e+04 2026-10-14 —
2026-10-16 monad03 178 1.5e+04 0 1.5e+04 2026-10-15 —
2026-10-17 monad03 179 1.5e+04 0 1.5e+04 2026-10-16 —
2026-10-20 monad03 36 1.5e+04 0 1.5e+04 2026-10-17 —
2026-10-21 monad03 180 1.5e+04 0 1.5e+04 2026-10-20 —
2026-10-22 monad03 179 1.5e+04 0 1.5e+04 2026-10-21 —
2026-10-23 monad03 179 1.5e+04 0 1.5e+04 2026-10-22 —
2026-10-24 monad03 239 1.5e+04 0 1.5e+04 2026-10-23 —
2026-10-25 monad03 179 1.5e+04 0 1.5e+04 2026-10-24 —
2026-10-26 monad03 173 1.5e+04 0 1.5e+04 2026-10-25 —
2026-08-17 monad04 360 1.491e+04 104 1.499e+04 — —
2026-08-18 monad04 298 1.498e+04 16.3 1.5e+04 2026-08-17 +0.7
2026-08-22 monad04 208 1.499e+04 7.41 1.5e+04 2026-08-18 +0.4
2026-08-26 monad04 118 1.469e+04 424 1.498e+04 2026-08-22 -40.5
2026-08-27 monad04 360 1.486e+04 176 1.498e+04 2026-08-26 +0.4
2026-09-02 monad04 326 1.491e+04 94.9 1.498e+04 2026-08-27 +0.3
2026-09-03 monad04 326 1.492e+04 86.7 1.499e+04 2026-09-02 +0.1
2026-09-05 monad04 107 1.482e+04 213 1.497e+04 2026-09-03 -1.1
2026-09-06 monad04 314 1.492e+04 72.6 1.499e+04 2026-09-05 +0.5
2026-09-07 monad04 330 1.492e+04 33.4 1.497e+04 2026-09-06 -0.0
2026-09-08 monad04 311 1.382e+04 1.71e+03 1.498e+04 2026-09-07 -33.0
2026-09-10 monad04 100 1.477e+04 88.2 1.489e+04 2026-09-08 +0.6
2026-09-27 monad04 149 1.494e+04 11.9 1.496e+04 2026-09-10 +2.0
2026-09-28 monad04 311 1.493e+04 26.7 1.496e+04 2026-09-27 -1.0
2026-10-02 monad04 314 1.494e+04 13.3 1.496e+04 2026-09-28 +0.6
2026-10-07 monad04 210 1.494e+04 14.8 1.496e+04 2026-10-02 -0.1
2026-10-13 monad04 299 1.49e+04 20.8 1.496e+04 2026-10-07 -3.1
2026-10-14 monad04 299 1.49e+04 14.8 1.493e+04 2026-10-13 +0.4
2026-10-15 monad04 179 1.489e+04 34.1 1.493e+04 2026-10-14 -0.9
2026-10-16 monad04 178 1.494e+04 13.3 1.496e+04 2026-10-15 +1.5
2026-10-17 monad04 179 1.489e+04 22.2 1.496e+04 2026-10-16 -3.6
2026-10-20 monad04 36 1.493e+04 24.5 1.495e+04 2026-10-17 +1.7
2026-10-21 monad04 180 1.488e+04 20.8 1.491e+04 2026-10-20 -1.9
2026-10-22 monad04 179 1.495e+04 13.3 1.497e+04 2026-10-21 +3.2
2026-10-23 monad04 179 1.494e+04 28.2 1.497e+04 2026-10-22 -1.0
2026-10-24 monad04 239 1.49e+04 19.3 1.493e+04 2026-10-23 -1.3
2026-10-25 monad04 179 1.493e+04 40 1.496e+04 2026-10-24 +1.3
2026-10-26 monad04 173 1.494e+04 13.3 1.496e+04 2026-10-25 +0.4
2026-08-17 monad05 360 1.491e+04 108 1.499e+04 — —
2026-08-18 monad05 298 1.498e+04 15.6 1.5e+04 2026-08-17 +0.7
2026-08-26 monad05 118 1.48e+04 197 1.493e+04 2026-08-18 -11.8
2026-08-27 monad05 360 1.45e+04 655 1.495e+04 2026-08-26 -1.5
2026-09-02 monad05 326 1.482e+04 135 1.494e+04 2026-08-27 +0.5
2026-09-03 monad05 326 1.493e+04 32.6 1.496e+04 2026-09-02 +0.8
2026-09-05 monad05 107 1.471e+04 313 1.492e+04 2026-09-03 -6.8
2026-09-06 monad05 314 1.486e+04 97.9 1.495e+04 2026-09-05 +0.5
2026-09-07 monad05 330 1.492e+04 26.7 1.495e+04 2026-09-06 +0.6
2026-09-08 monad05 311 1.35e+04 2.02e+03 1.488e+04 2026-09-07 -53.1
2026-09-10 monad05 100 1.497e+04 19.3 1.499e+04 2026-09-08 +0.7
2026-09-24 monad05 132 1.499e+04 4.45 1.5e+04 2026-09-10 +1.0
2026-09-26 monad05 133 1.499e+04 4.45 1.5e+04 2026-09-24 +0.0
2026-09-27 monad05 149 1.499e+04 4.45 1.5e+04 2026-09-26 +0.2
2026-09-28 monad05 301 1.499e+04 4.45 1.5e+04 2026-09-27 -0.4
2026-10-02 monad05 314 1.5e+04 0 1.5e+04 2026-09-28 +3.1
2026-10-07 monad05 210 1.5e+04 7.41 1.5e+04 2026-10-02 —
2026-10-13 monad05 299 1.5e+04 1.48 1.5e+04 2026-10-07 +0.4
2026-10-14 monad05 299 1.499e+04 16.3 1.5e+04 2026-10-13 -6.7
2026-10-15 monad05 179 1.5e+04 1.48 1.5e+04 2026-10-14 +0.7
2026-10-16 monad05 178 1.5e+04 0 1.5e+04 2026-10-15 +0.7
2026-10-17 monad05 179 1.5e+04 0 1.5e+04 2026-10-16 —
2026-10-20 monad05 36 1.5e+04 0 1.5e+04 2026-10-17 —
2026-10-21 monad05 180 1.5e+04 0 1.5e+04 2026-10-20 —
2026-10-22 monad05 179 1.5e+04 0 1.5e+04 2026-10-21 —
2026-10-23 monad05 179 1.5e+04 0 1.5e+04 2026-10-22 —
2026-10-24 monad05 239 1.5e+04 0 1.5e+04 2026-10-23 —
2026-10-25 monad05 179 1.5e+04 0 1.5e+04 2026-10-24 —
2026-10-26 monad05 173 1.5e+04 0 1.5e+04 2026-10-25 —
2026-08-17 monad06 360 1.483e+04 100 1.492e+04 — —
2026-08-22 monad06 208 1.498e+04 13.3 1.499e+04 2026-08-17 +1.5
2026-08-26 monad06 118 1.475e+04 249 1.494e+04 2026-08-22 -17.0
2026-08-27 monad06 360 1.453e+04 618 1.495e+04 2026-08-26 -0.9
2026-09-02 monad06 326 1.484e+04 136 1.495e+04 2026-08-27 +0.5
2026-09-03 monad06 326 1.491e+04 63.8 1.496e+04 2026-09-02 +0.5
2026-09-05 monad06 107 1.475e+04 317 1.497e+04 2026-09-03 -2.5
2026-09-06 monad06 314 1.491e+04 91.9 1.497e+04 2026-09-05 +0.5
2026-09-07 monad06 330 1.483e+04 72.6 1.494e+04 2026-09-06 -0.9
2026-09-08 monad06 311 1.434e+04 941 1.499e+04 2026-09-07 -6.7
2026-09-10 monad06 100 1.494e+04 17 1.498e+04 2026-09-08 +0.6
2026-09-24 monad06 132 1.499e+04 4.45 1.5e+04 2026-09-10 +2.7
2026-09-26 monad06 133 1.499e+04 2.97 1.499e+04 2026-09-24 +0.2
2026-09-27 monad06 149 1.499e+04 2.97 1.5e+04 2026-09-26 +1.7
2026-09-28 monad06 301 1.499e+04 4.45 1.5e+04 2026-09-27 -1.3
2026-10-02 monad06 314 1.494e+04 14.1 1.496e+04 2026-09-28 -11.6
2026-10-07 monad06 210 1.489e+04 18.5 1.493e+04 2026-10-02 -3.1
2026-10-13 monad06 299 1.497e+04 11.9 1.498e+04 2026-10-07 +4.0
2026-10-14 monad06 299 1.497e+04 11.9 1.499e+04 2026-10-13 +0.0
2026-10-16 monad06 178 1.498e+04 5.93 1.499e+04 2026-10-14 +1.3
2026-10-17 monad06 179 1.497e+04 5.93 1.498e+04 2026-10-16 -1.3
2026-10-20 monad06 36 1.498e+04 8.9 1.5e+04 2026-10-17 +1.7
2026-10-21 monad06 180 1.498e+04 7.41 1.499e+04 2026-10-20 -0.2
2026-10-22 monad06 179 1.494e+04 11.9 1.496e+04 2026-10-21 -5.9
2026-10-26 monad06 173 1.499e+04 4.45 1.499e+04 2026-10-22 +4.0
2026-08-18 monad07 298 1.498e+04 16.3 1.5e+04 — —
2026-08-22 monad07 208 1.496e+04 17.8 1.497e+04 2026-08-18 -1.5
2026-08-26 monad07 118 1.484e+04 203 1.498e+04 2026-08-22 -6.7
2026-09-02 monad07 326 1.481e+04 199 1.496e+04 2026-08-26 -0.1
2026-09-03 monad07 326 1.493e+04 54.1 1.497e+04 2026-09-02 +0.6
2026-09-05 monad07 107 1.462e+04 483 1.495e+04 2026-09-03 -5.6
2026-09-06 monad07 314 1.485e+04 172 1.497e+04 2026-09-05 +0.5
2026-09-07 monad07 330 1.487e+04 59.3 1.497e+04 2026-09-06 +0.2
2026-09-08 monad07 311 1.224e+04 3.76e+03 1.496e+04 2026-09-07 -44.4
2026-09-10 monad07 100 1.487e+04 47.4 1.494e+04 2026-09-08 +0.7
2026-09-11 monad07 308 1.5e+04 0 1.5e+04 2026-09-10 +2.7
2026-09-26 monad07 133 1.5e+04 0 1.5e+04 2026-09-11 —
2026-09-27 monad07 149 1.5e+04 0 1.5e+04 2026-09-26 —
2026-09-28 monad07 311 1.5e+04 0 1.5e+04 2026-09-27 —
2026-10-02 monad07 314 1.5e+04 0 1.5e+04 2026-09-28 —
2026-10-07 monad07 210 1.5e+04 0 1.5e+04 2026-10-02 —
2026-10-13 monad07 299 1.5e+04 0 1.5e+04 2026-10-07 —
2026-10-15 monad07 179 1.5e+04 0 1.5e+04 2026-10-13 —
2026-10-16 monad07 178 1.5e+04 0 1.5e+04 2026-10-15 —
2026-10-17 monad07 179 1.5e+04 0 1.5e+04 2026-10-16 —
2026-10-20 monad07 36 1.5e+04 0 1.5e+04 2026-10-17 —
2026-10-21 monad07 180 1.5e+04 0 1.5e+04 2026-10-20 —
2026-10-22 monad07 179 1.5e+04 0 1.5e+04 2026-10-21 —
2026-10-23 monad07 179 1.5e+04 0 1.5e+04 2026-10-22 —
2026-10-24 monad07 239 1.5e+04 0 1.5e+04 2026-10-23 —
2026-10-25 monad07 179 1.5e+04 0 1.5e+04 2026-10-24 —
2026-10-26 monad07 173 1.5e+04 0 1.5e+04 2026-10-25 —
2026-08-18 monad08 298 1.498e+04 22.2 1.5e+04 — —
2026-08-26 monad08 118 1.49e+04 130 1.499e+04 2026-08-18 -3.5
2026-08-27 monad08 360 1.496e+04 39.3 1.499e+04 2026-08-26 +0.5
2026-09-02 monad08 326 1.488e+04 133 1.498e+04 2026-08-27 -2.1
2026-09-03 monad08 326 1.483e+04 94.9 1.49e+04 2026-09-02 -0.4
2026-09-05 monad08 107 1.487e+04 160 1.498e+04 2026-09-03 +0.4
2026-09-06 monad08 314 1.482e+04 186 1.497e+04 2026-09-05 -0.3
2026-09-07 monad08 330 1.478e+04 202 1.496e+04 2026-09-06 -0.2
2026-09-08 monad08 311 1.274e+04 3.19e+03 1.497e+04 2026-09-07 -10.1
2026-09-10 monad08 100 1.497e+04 14.8 1.499e+04 2026-09-08 +0.7
2026-09-24 monad08 132 1.498e+04 3.71 1.499e+04 2026-09-10 +0.9
2026-09-26 monad08 133 1.498e+04 7.41 1.499e+04 2026-09-24 +0.3
2026-09-27 monad08 149 1.499e+04 4.45 1.499e+04 2026-09-26 +0.3
2026-09-28 monad08 301 1.499e+04 4.45 1.5e+04 2026-09-27 +0.0
2026-10-07 monad08 210 1.498e+04 5.93 1.499e+04 2026-09-28 -2.0
2026-10-13 monad08 299 1.488e+04 19.3 1.493e+04 2026-10-07 -16.0
2026-10-14 monad08 299 1.5e+04 1.48 1.5e+04 2026-10-13 +6.1
2026-10-15 monad08 179 1.5e+04 2.97 1.5e+04 2026-10-14 -2.7
2026-10-16 monad08 178 1.494e+04 21.5 1.496e+04 2026-10-15 -19.1
2026-10-17 monad08 179 1.489e+04 40 1.496e+04 2026-10-16 -2.1
2026-10-20 monad08 36 1.5e+04 0 1.5e+04 2026-10-17 +2.7
2026-10-21 monad08 180 1.497e+04 14.1 1.498e+04 2026-10-20 —
2026-10-22 monad08 179 1.495e+04 10.4 1.496e+04 2026-10-21 -1.3
2026-10-23 monad08 179 1.494e+04 13.3 1.496e+04 2026-10-22 -0.5
2026-10-24 monad08 239 1.5e+04 0 1.5e+04 2026-10-23 +4.3
2026-10-25 monad08 179 1.5e+04 1.48 1.5e+04 2026-10-24 —
2026-10-26 monad08 173 1.5e+04 0 1.5e+04 2026-10-25 +0.0
2026-08-18 monad09 298 1.493e+04 20.8 1.496e+04 — —
2026-08-22 monad09 208 1.498e+04 11.9 1.499e+04 2026-08-18 +2.0
2026-08-26 monad09 118 1.484e+04 193 1.498e+04 2026-08-22 -11.2
2026-08-27 monad09 360 1.491e+04 107 1.499e+04 2026-08-26 +0.4
2026-09-02 monad09 326 1.495e+04 42.3 1.499e+04 2026-08-27 +0.4
2026-09-03 monad09 326 1.492e+04 67.5 1.498e+04 2026-09-02 -0.8
2026-09-05 monad09 107 1.472e+04 356 1.496e+04 2026-09-03 -3.0
2026-09-06 monad09 314 1.492e+04 66 1.497e+04 2026-09-05 +0.6
2026-09-07 monad09 330 1.493e+04 37.8 1.498e+04 2026-09-06 +0.1
2026-09-08 monad09 311 1.376e+04 1.78e+03 1.498e+04 2026-09-07 -30.7
2026-09-10 monad09 100 1.494e+04 21.5 1.498e+04 2026-09-08 +0.7
2026-09-24 monad09 132 1.491e+04 37.1 1.495e+04 2026-09-10 -1.3
2026-09-26 monad09 133 1.494e+04 11.9 1.496e+04 2026-09-24 +0.6
2026-09-27 monad09 121 1.493e+04 11.9 1.496e+04 2026-09-26 -0.5
2026-09-28 monad09 311 1.494e+04 17.8 1.496e+04 2026-09-27 +0.7
2026-10-02 monad09 301 1.494e+04 28.2 1.5e+04 2026-09-28 +0.4
2026-10-07 monad09 210 1.5e+04 0 1.5e+04 2026-10-02 +2.0
2026-10-13 monad09 299 1.5e+04 0 1.5e+04 2026-10-07 —
2026-10-14 monad09 299 1.5e+04 0 1.5e+04 2026-10-13 —
2026-10-21 monad09 180 1.5e+04 0 1.5e+04 2026-10-14 —
2026-10-22 monad09 179 1.5e+04 0 1.5e+04 2026-10-21 —
2026-08-18 monad10 298 1.496e+04 28.2 1.499e+04 — —
2026-08-22 monad10 208 1.497e+04 13.3 1.499e+04 2026-08-18 +0.4
2026-08-26 monad10 118 1.487e+04 159 1.498e+04 2026-08-22 -7.5
2026-09-02 monad10 326 1.469e+04 339 1.494e+04 2026-08-26 -1.1
2026-09-03 monad10 326 1.477e+04 260 1.495e+04 2026-09-02 +0.2
2026-09-05 monad10 107 1.436e+04 829 1.493e+04 2026-09-03 -1.6
2026-09-06 monad10 314 1.484e+04 121 1.494e+04 2026-09-05 +0.6
2026-09-07 monad10 330 1.47e+04 131 1.491e+04 2026-09-06 -1.2
2026-09-08 monad10 311 1.12e+04 5.44e+03 1.492e+04 2026-09-07 -26.6
2026-09-10 monad10 100 1.479e+04 80.8 1.491e+04 2026-09-08 +0.7
2026-09-11 monad10 308 1.5e+04 2.97 1.5e+04 2026-09-10 +2.5
2026-09-24 monad10 132 1.493e+04 11.9 1.495e+04 2026-09-11 -23.3
2026-09-26 monad10 133 1.5e+04 0 1.5e+04 2026-09-24 +6.2
2026-09-27 monad10 149 1.5e+04 0 1.5e+04 2026-09-26 —
2026-09-28 monad10 311 1.5e+04 1.48 1.5e+04 2026-09-27 —
2026-10-02 monad10 314 1.5e+04 1.48 1.5e+04 2026-09-28 -0.7
2026-10-07 monad10 210 1.5e+04 5.93 1.5e+04 2026-10-02 -2.0
2026-10-13 monad10 299 1.497e+04 17.8 1.5e+04 2026-10-07 -4.0
2026-10-14 monad10 299 1.493e+04 10.4 1.495e+04 2026-10-13 -2.5
2026-10-15 monad10 179 1.497e+04 8.9 1.499e+04 2026-10-14 +4.5
2026-10-16 monad10 178 1.494e+04 12.6 1.496e+04 2026-10-15 -4.2
2026-10-17 monad10 179 1.494e+04 19.3 1.496e+04 2026-10-16 +0.5
2026-10-20 monad10 36 1.5e+04 2.97 1.5e+04 2026-10-17 +2.8
2026-10-21 monad10 180 1.5e+04 0.741 1.5e+04 2026-10-20 +1.2
2026-10-26 monad10 173 1.493e+04 37.1 1.497e+04 2026-10-21 -93.8

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