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Dragan SpiridonovandRuflo & AQE
cdad032296
A room binding may name several radios, and every one of them was admitted
into the field model. That model is single-link: one baseline, one set of
amplitude offsets. Averaging two radios' offsets into it flattens the
eigenstructure and leaves only a scalar energy threshold behind.
Measured on three ESP32-C6 nodes:
4-node binding baseline_eigenvalue_count 0, residual threshold 18.90,
empty room reported an occupant in 1162/1162 frames
1-node binding baseline_eigenvalue_count 5, residual threshold 3.65,
empty room absent 604/604, occupied present 616/616
`person_count_at` already refused to score a non-bound radio, calling it
"deterministic false occupancy from hardware-specific amplitude offsets" --
but only when exactly one node was bound. With more it fell through to the
shared mixed history, so the guard never fired in the case it described.
Restrict the baseline write, not the admission. Every bound radio is still
admitted and recorded as a contributor: `calibration_source_nodes_missing`
refuses to finalize until each one proves it is live on the frozen grid, so
gating them out of the feed path entirely deadlocks the capture -- measured
on hardware as 43,120 frames over 51 minutes stuck in `collecting` with
missing_source_node_ids=[12,13,14]. Only `maybe_feed_calibration` is
restricted to the grid-bound radio, and scoring follows that same radio
whatever the size of the room's node set.
This is the narrowing `bootstrap_baseline::store` already applies when it
persists `vec![binding.source_node_id]` as the frozen model source.
Co-Authored-By: Ruflo & AQE
Claude-Session: https://claude.ai/code/session_01Qh7eir6C2U5CSwD7GR43Zv