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FOD Retention Map-Cleaning Safety Case

Last updated: 2026-05-09

Airside map cleaning must not turn "small, transient, and low to the ground" into "safe to delete." Foreign object debris (FOD) is often exactly that: small, temporary, sparse in LiDAR, and safety critical. A static-map cleaner may remove FOD from the permanent localization map, but it must retain the evidence as a current hazard, alert, or review item.

Safety Claim

Within the validated ODD, the map-cleaning pipeline does not silently erase hazardous FOD-like objects from the operational evidence chain. FOD candidates are either retained in a hazard/review layer, routed to perception/FOD workflow, or explicitly dispositioned by a reviewer.

This claim does not prove the airport is free of FOD. It proves that the cleaning pipeline does not hide FOD evidence it observed.

Evidence Model

Evidence itemMinimum contentWhy it matters
Raw sensor evidencesynchronized camera, LiDAR, radar if available, ego pose, calibration, timestampssupports missed-detection and false-deletion investigation
FOD labelobject type, size, material, location, confidence, source frame, OpenLABEL IDdistinguishes debris from normal static features
Cleaner decisionkept, removed, restored, uncertain, or hazard-layer exportproves FOD was not silently discarded
Response linkoperator alert, inspection ticket, maintenance closure, or reviewer waiverconnects map hygiene to FOD management
Release tracemap tile, route, stand, version, cleaner config, threshold setsupports regression and incident review

Hazard Matrix

FailureCauseConsequenceRequired mitigation
FOD deleted as noiselow height, few points, intensity outlierfalse clear in operational corridorretain rejected low-object candidates for FOD review
FOD treated as dynamic clutterappears in one session onlyhazard absent from current-world layerseparate permanent-map deletion from current-hazard reporting
FOD hidden by movable-static objectcone, chock, hose, cart, shadow, aircraft gearmissed small object near aircraftclose-range slices and hard-negative/positive pairs
FOD merged into groundwet pavement, low contrast, sparse LiDARno alert and no reviewer evidencecamera/radar cross-check and minimum-size validation
Reviewer overloadtoo many nuisance candidatesalerts ignored or bulk-approvedseverity tiers, corridor filters, and sampling audits
Dataset transfer gapFOD-A image evidence used for 3D map claimunsupported map-cleaning acceptancetarget-airport placed-object tests

Test Matrix

Test sliceObjectsRequired result
Minimum-size placed FODmetal bolt, rubber, plastic, fabric strap, luggage fragmentcandidate is detected or appears in rejected evidence with review tag
Low contrastblack rubber on wet asphalt, gray metal on concreteno silent deletion; confidence recorded
Reflective and transparentfoil, polished metal, plastic wrapretained as unknown/hazard if classification uncertain
Near legitimate equipmentchock, cone, barrier foot, tow bar, hoseFOD candidate is not merged into the asset
High-clutter standaircraft present, carts staged, workers nearbymap cleaner separates permanent deletion from current hazard
Hard negativepaint chips, cracks, markings, rubber deposits, drainsfalse alarm rate reported without relaxing FOD retention

Metrics And Gates

MetricGate
Hazardous-FOD false deletion ratezero unresolved false deletions in approved test corridor
FOD evidence retentionall placed FOD has raw, rejected, kept, or alert evidence trace
Ground-plane localization errorwithin recovery/inspection tolerance for the site workflow
Alert latencywithin stop, avoid, or operator-review timing budget
False alarm burdenbelow operational limit without suppressing hazardous candidates
Unknown disposition timewithin map-publication SLA or tile remains quarantined

Safety Case Pattern

Claim elementPractical evidence
FOD is treated as a safety hazardFAA FOD definition, airport FOD program interface, hazard taxonomy
Cleaning preserves hazard evidencerejected-layer audit, OpenLABEL IDs, reviewer disposition
Small-object limits are knownFOD-A screening plus target-airport placed-object campaign
Operations can act on retained evidencealert route, inspection ticket, closure status, replayable logs
Residual risk is boundedunresolved classes, minimum detectable size, weather and lighting limits

Release Checklist

  1. Lock FOD object definitions, corridor limits, and minimum hazardous size before acceptance runs.
  2. Preserve raw and rejected points for all low-height candidate objects.
  3. Report FOD retention separately from dynamic rejection and static preservation.
  4. Run target-airport hard negatives before lowering alert thresholds.
  5. Require human disposition for any FOD-like object removed from the candidate static map.
  6. Attach FOD evidence to the map release or quarantine the affected tile.

Sources

Public research notes collected from public sources.