All capabilities
Camera Shield & Cage Watch Shared-family mapped

Aisle Trace

Aisle Path Trace: Ordered Zone Sequences Through Corridors

Lists the zones somebody walked through, in order, with no camera and no name attached.

Contested Space · Contested capability

What this capability does not do.

Does not act.

Latent emits a reading. It does not switch cameras, unlock cages, cut power or open a ticket. Your VMS, PoE switch or access controller does that, on your side of the boundary. A Latent blueprint contains no executable code, no remote URLs and no device secrets — by schema, not by policy.

Does not identify.

No face, no plate, no MAC, no device identity, no payload. A movement signature is a shape moving through a room, not a person. Nothing stored here resolves to an individual.

Does not survive everything.

Two people moving together read as one disturbance. Tailgating is precisely the case this cannot separate on its own. CRAC airflow, fan walls and tape robots produce night-shift ghosts until the baseline learns them.

Across Camera Shield Jam the mesh and the wake never fires. Two people moving together read as one disturbance. Re-rack a row and the fade map is wrong until you recalibrate.

Observable
Presence transitions between named zones, timestamped at the mesh frame rate.
Retention
Enter and leave timestamps and dwell durations per zone. No path is reconstructed beyond zone order.
Node minimum
2 nodes
Export policy
Conditional — Exportable into a signed release, subject to the deployment’s own preflight.
Chain of custody

Node identity

Each node mints its own key over USB, in your hand. Physical possession is the root authority: a device that cannot prove physical presence is refused enrollment outright. A cloud pairing PIN is a weaker ownership claim and is never treated as liveness.

Reading provenance

Every reading is attributable to a device id, profile id, hardware id and firmware version recorded at install and verified by mutual HMAC-SHA256 proof over an LFW1 nonce exchange. A node whose proof did not verify is marked untrusted, not merely offline.

Install attestation

Completing an installation is a high-risk action. It requires your explicit browser approval, an approval snapshot that still matches, an idempotency key, and heartbeats less than three minutes old. There is no silent commissioning.

How enrollment works

Properties you can map to your own controls

  • No optical sensor is present in this capability’s node set.
  • Raw CSI does not leave the node. Only derived event rows are stored or exported.
  • No stored identifier resolves to a person. Where access events are correlated, that correlation happens in your systems, against your logs.
  • The runtime executes on the node and in your browser. This capability has no cloud inference path.

These are properties, not certifications. Latent does not assert compliance with any framework on your behalf.

A capability description, not an incident record.
Readiness Shared-family mapped

Mapped to a shared offline runtime family and usable with a recording or compatible ESP32 CSI stream.

Evidence Strong theory Supported hypothesis

Published physics or adjacent results support the hypothesis; capability-specific product and site validation are still required.

Runtime family Zone dwell

Time-in-zone estimate from calibrated presence transitions.

When no ESP32 is connected

No compatible ESP32 stream is connected. Use the bundled Camera Shield recording; it demonstrates the shared Zone dwell runtime, not independent proof of this capability.

Intended capability

Pilot this intended outcome through the shared Zone dwell family, then validate it against site-specific ground truth: Produces an ordered, timestamped list of zones a moving person disturbed — 'east corridor, aisle 3, cage door' — deliberately identity-free and zone-granular rather than a continuous floor-plan track. Two people in adjacent zones merge into an ambiguous sequence at commodity node density, and a data centre moves without humans: CRAC airflow, fan walls and tape robots modulate CSI on schedule, so per-zone baselining must subtract the building's own rhythm or the night shift pages every night. Siblings declared: lights-out-sentinel-human-vs-robot answers human-or-robot in one zone; ghost-in-the-cage-through-wall tracks inside one cage; this entry supplies the multi-zone ordering the badge correlation needs.

This describes the intended outcome. Readiness is shared-family mapped, evidence is class B, and a catalog mapping or recording is not proof of this outcome at a real site.

Solution blueprint

See the environment before installing it.

This exact kit is one of 191 first-class designs. It includes geometry, objects, nodes, wording, scenarios, installation, limitations, and catalog-bound readiness.

Shared-family mapped

No rendered revision is available yet.

Bundled recording

A related Camera Shield scene

This is one recorded vertical scenario. It is not separate validation of every capability in the catalog.

01 The physics

A moving human body is a large, water-rich scatterer that perturbs every link whose Fresnel volume it crosses, and it crosses them in the order it walks. At ~6.6 Hz ambient sampling a 1.5 m/s walker advances about 23 cm per sample — ample for ordering zone entries and exits, nowhere near enough for continuous coordinates. Metal-rich aisles amplify disturbance sensitivity while smearing exact position, which is precisely why the output is a sequence and not a track.

02 Shared processing path

Per-link Doppler band energy + amplitude variance -> per-zone rolling baseline with a mechanical-rhythm term (CRAC and fan-wall periodicity subtracted) -> zone dwell segmentation with entry/exit hysteresis -> compartment Kalman across adjacent zones (people cannot teleport) -> ordered zone sequence with per-zone dwell durations.

This is a capability design path. Components may be shared with other catalog entries; it is not presented as a unique algorithm.

03 Validation plan

Own-hardware: 10 nodes across two corridors and three aisles, 300 scripted single-person walks on six routes versus a two-person condition, report zone-sequence edit distance against floor-marker ground truth and the merge rate for two people in adjacent zones; then 14 nights of unoccupied baseline with mechanical plant cycling, to count ghost sequences before and after rhythm subtraction. WiMANS and OPERAnet for multi-subject separability priors.

04 Commercial hypothesis

'Aisle Trace' — a lens-free movement record for halls where cameras are banned or blind, sold to the physical-security chief as an ordered list of zones and dwell times, never as a floor-plan track and never as an identity.

A quiet reading is not an all-clear. If nodes are stale, degraded or jammed, this runtime says so explicitly. It never infers safety from missing data.