Spatial perception: from floor zones to event semantics
Qisense AI Technology Center2026.10 · Application design
The on-site question
The same position event means different things in different zones. Passing an entrance may trigger guidance; passing a meeting-room door should not immediately change the room's mode. Spatial perception begins with a map of meaningful zones.
Interaction & system design
Describe spaces through zones, boundaries, entrances and responsive devices. Define arrival, dwell and departure events for each zone, using duration and cooldown conditions to reduce frequent switching. The spatial model does not assume identity recognition.
Validation approach
Confirm zone boundaries and common movement patterns with the site team.
Check whether boundary crossings cause repeated triggers.
Verify that automatic rules do not immediately resume after a manual shutdown.
Deployment begins with a maintainable spatial inventory. Assign identifiers to entrances, dwell zones, corridors and device areas, recording their boundaries, purposes and responsive devices. Prefer anonymous events over identity recognition. When circulation changes, update zone models and device mappings together.
Delivery stages & outputs
Stage
What to record
What to check
Site survey
Dimensions, occlusion, mounting positions, power and network
Produce a zone inventory and installation constraints
Rule configuration
Arrival, dwell, departure, cooldown
Boundary crossings do not retrigger events repeatedly
Acceptance replay
Normal passage, group dwell, sensor loss
Validate fallback behavior and manual shutdown
Exception handling & manual override
Stop automatic rules that depend on an offline device while retaining baseline lighting and manual controls. Give manual overrides explicit priority and recheck device connectivity before restoring automation. Log false, repeated and missed triggers separately rather than masking zone configuration issues with increased sensitivity.
Delivery checklist
Zone and device inventory: location, purpose, connection method and maintenance owner.
Coordination rules: triggers, cooldowns, priorities and cancellation conditions.
Acceptance records: normal flows, exceptions and human takeover replays.
Operations manual: inspections, configuration backups, content updates and fault rollback.