gps-denied-onboard/_docs/02_document/glossary.md

# Glossary

**Status**: confirmed-by-user
**Date**: 2026-05-09
**Scope**: project-specific terminology for the GPS-denied onboard pose-estimation system. Generic software / industry terms (REST, JSON, IMU, WGS84, etc.) are intentionally omitted.

Terms are alphabetical. Each entry: one-line definition + parenthetical source.

---

**adti20** — Informal name for the production deployment camera, the **ADTi Surveyor Lite 20MP 20L V1** (APS-C ~23.6×15.7 mm, ~5472×3648 px, fixed downward, no gimbal). Pinned in `restrictions.md` §Cameras. (source: `restrictions.md`, user confirmation 2026-05-09)

**adti26** — Informal name for the camera that captured the 60 still-image test fixtures (`AD000001..AD000060.jpg`) under `_docs/00_problem/input_data/`. Distinct from the production-deployed `adti20`; calibration data must be sourced from public/factory references for these test images. (source: user confirmation 2026-05-09)

**AdHoP refinement** — OrthoLoC method-agnostic perspective preconditioning, conditional sub-stage between cross-domain matcher and pose estimation; invoked only when initial reprojection error exceeds threshold (component C3.5). (source: `solution.md` §C3.5, SQ2 Decision 2)

**AGL / Above Ground Level** — Vertical distance from the ground directly below the UAV; operational ceiling ≤1 km AGL. (source: `restrictions.md` §UAV & Flight)

**AI camera** — Operator-controlled gimbal+zoom camera consumed by AI detection systems; out of scope for nav-pose, in scope for AC-7.x object localization only. (source: `restrictions.md` §Cameras)

**Camera calibration artifact** — JSON file carrying camera intrinsics + distortion + body-to-camera extrinsics + acquisition method (`factory_sheet | checkerboard_refined | hybrid`). The only way camera-specific parameters enter the system; no hard-coded camera math anywhere. Test fixtures and production deployments load different artifacts on the same code path. (source: user directive 2026-05-09)

**Companion / Companion PC** — The onboard Jetson Orin Nano Super running the GPS-denied estimation pipeline. Synonyms used interchangeably across docs. (source: `restrictions.md` §Onboard Hardware)

**D-PROJ-1** — *(CLOSED in this Plan cycle)* Camera calibration acquisition strategy. Resolved as: hybrid factory data sheet + per-unit ground-truth checkerboard refinement (~1 day per deployed unit). No physical hardware available this cycle, so production calibration is documented as instructions only. (source: `solution.md` Open decisions, user confirmation 2026-05-09)

**D-PROJ-2** — *(OPEN, parent-suite)* Two design tasks against `satellite-provider`: (i) post-landing tile ingest endpoint, (ii) multi-flight trust / staleness logic. Surfaced in `satellite-provider/_docs/` outside this Plan cycle as a parent-suite deliverable. Tracked via `_docs/_process_leftovers/2026-05-09_satellite-provider-design-tasks.md`. (source: `solution.md`, user confirmation 2026-05-09)

**D-PROJ-3** — Multi-flight fixture acquisition (AerialVL S03 + Maxar Open Data Ukraine + own multi-flight data). NOT pursued in this Plan cycle: AC-NEW-4 / AC-NEW-7 wording was relaxed to Monte-Carlo-over-current-data with stated CI; multi-flight statistical residual risk recorded for the Step 4 risk register. (source: `solution.md`, traceability-matrix.md, user confirmation 2026-05-09)

**Dead reckoned** — Source label `dead_reckoned`: estimate produced from IMU-only propagation with no visual or satellite anchoring. Carries monotonically growing covariance; emitted during visual blackouts or after re-localization fails. (source: AC-1.4, AC-NEW-8)

**Derkachi flight footage** — Representative cropped nadir video + synchronized `SCALED_IMU2` + `GLOBAL_POSITION_INT` telemetry under `input_data/flight_derkachi/`. Used for runtime cadence + VIO + replay testing. (source: `problem.md`, `data_parameters.md`)

**External position / GPS replacement** — What this system emits to the FC: WGS84 coordinates + honest covariance + provenance label, replacing real GPS when denied/spoofed. (source: AC-4.3, AC-6.3)

**FC / Flight Controller** — ArduPilot Plane or iNav. PX4 explicitly out of scope. (source: `restrictions.md` §Sensors & Integration)

**FDR / Flight Data Recorder** — Per-flight onboard NVM record (≤64 GB) of estimates, IMU traces, MAVLink stream, mid-flight tiles, system health, failed-tile thumbnails. Excludes raw nav/AI-camera frames. (source: AC-NEW-3)

**Flight state** — Boolean signal `IN_AIR | ON_GROUND` derived from FC `MAV_STATE` (MAVLink HEARTBEAT). Safety-critical: gates the post-landing upload path; `IN_AIR` forbids any outbound write to `satellite-provider`. Enforced primarily by process-level isolation — the upload daemon is not loaded in the airborne companion image. (source: user directive 2026-05-09)

**GCS / Ground Control Station** — QGroundControl. Mission Planner is out of scope. (source: `restrictions.md`)

**GPS denial / GPS spoofing** — Distinct failure modes the system must distinguish: denial = no fix; spoofing = false fix that must not be promoted into the estimator. (source: AC-3.5, AC-NEW-2, AC-NEW-8)

**`GPS_INPUT`** — MAVLink message used as the per-frame FC delivery channel for ArduPilot Plane. (source: AC-4.3, `restrictions.md`)

**GSD / Ground Sample Distance** — Meters-per-pixel on the ground; target 10–20 cm/px @ 1 km AGL for the nav camera. (source: `restrictions.md` §Cameras)

**Internal smoothing** — AC-4.5 scope: GTSAM iSAM2 retroactively refines past keyframes onboard and emits the corrected current frame; the FC log is forward-time only. NOT to be confused with FC-side retroactive correction (which neither ArduPilot nor iNav supports). (source: `solution.md` §C5, Mode B Fact #107)

**Jetson Orin Nano Super** — Pinned companion compute: 67 TOPS sparse INT8, 8 GB shared LPDDR5, 25 W TDP, JetPack/CUDA/TensorRT. (source: `restrictions.md`)

**Mid-flight tile generation** — Companion orthorectifies nav-camera frames into basemap-projected tiles in flight, deduplicates, stores locally in `satellite-provider`-compatible format. NO outbound upload while airborne — upload happens post-landing only. (source: AC-8.4, user directive 2026-05-09)

**Mission profile** — 8 h flight, ~150 km² operational sector + ~50 km² transit corridor, ≤400 km² total cached, ~60 km/h cruise, ≤1 km AGL, eastern/southern Ukraine. (source: `restrictions.md`)

**`MSP2_SENSOR_GPS`** — MSP2 message used as the per-frame FC delivery channel for iNav (iNav has no inbound MAVLink external-positioning handler). (source: `restrictions.md`, AC-4.3)

**Nav camera / Navigation camera** — The fixed-downward (no gimbal) camera on the UAV; pinned model is `adti20`. Distinct from the operator-controlled AI camera. (source: `restrictions.md` §Cameras)

**Operator** — Pre-flight and post-flight human role: classifies the operational area (active-conflict vs stable rear), downloads tiles via `satellite-provider`, stages cache + calibration onto the companion before takeoff, and after landing triggers the post-landing upload tool. (source: `problem.md`, AC-3.4 / AC-6.2, user confirmation 2026-05-09)

**Post-landing upload tool** — Operator-side process that runs only when `flight state == ON_GROUND`; pushes locally-saved mid-flight tiles to `satellite-provider`'s ingest endpoint. Implemented as a separate process / image so the upload code path is never loaded in the airborne companion. (source: user directive 2026-05-09)

**`satellite-provider`** — First-class architecture boundary: the suite's existing .NET 8 REST microservice at `/Users/obezdienie001/dev/azaion/suite/satellite-provider/`. Runs in Docker (`:5100`, OpenAPI at `/swagger`); downloads Google Maps tiles; stores them in PostgreSQL + filesystem (`./tiles/{zoomLevel}/{x}/{y}.jpg`). Read-only from the onboard runtime; receives post-landing tile uploads via a yet-to-be-designed ingest endpoint (parent-suite work, D-PROJ-2). Synonym in older docs: "Suite Sat Service" / "Azaion Suite Satellite Service". (source: parent-suite `satellite-provider/README.md`, user confirmation 2026-05-09)

**Satellite anchored** — Source label `satellite_anchored`: estimate produced by matching the current nav frame against pre-cached satellite tiles. Highest confidence among the three labels. (source: AC-1.4)

**Sector classification** — Pre-flight operator decision: active-conflict (6-month tile-freshness threshold) vs stable rear (12-month threshold). Drives the freshness gate at ingest and during runtime tile use. (source: AC-8.2, AC-NEW-6, `solution.md` operator-tooling section)

**Source label** — Provenance tag carried with every emitted estimate: `{satellite_anchored | visual_propagated | dead_reckoned}`. (source: AC-1.4)

**Suite Sat Service** — Synonym for `satellite-provider` used in earlier docs (problem.md, restrictions.md, solution_draft01/02). The actual implementation in the parent suite is the .NET 8 service; "Suite Sat Service" is the role name. (source: `restrictions.md`, parent-suite `satellite-provider/README.md`)

**Tier-1 / Tier-2** — Testing-environment split: Tier-1 = workstation Docker (fast/cheap); Tier-2 = Jetson hardware (AC-bound). Both appear in the deployment plan and CI matrix per finding F6. (source: `_docs/02_document/tests/environment.md`)

**Tile** — Unit of persistent imagery on the companion; basemap-projected, deduplicated; the only persistent imagery format. Mid-flight-generated tiles use the same on-disk format as `satellite-provider` (`./{zoomLevel}/{x}/{y}.jpg` + matching metadata schema) so post-landing upload is byte-identical. (source: AC-8.4, AC-8.5, parent-suite `satellite-provider/README.md`, user confirmation 2026-05-09)

**Tile cache** — Local on-Jetson store, ≤10 GB, populated pre-flight from `satellite-provider`, augmented mid-flight by orthorectified nav-camera-derived tiles. (source: `restrictions.md`, AC-8.3, AC-8.4)

**Tile freshness** — <6 mo (active-conflict sectors) / <12 mo (stable rear); stale tiles must be rejected or downgraded. (source: AC-8.2, AC-NEW-6)

**TTFF / Time To First Fix** — From companion boot to first valid emitted external-position frame; budget <30 s p95. (source: AC-NEW-1)

**UAV** — Fixed-wing unmanned aerial vehicle this system runs on; ~60 km/h cruise, ≤1 km AGL, 8 h flights, eastern/southern Ukraine theater. (source: `restrictions.md`)

**VioStrategy** — Pluggable interface (Okvis2 / VinsMono / KltRansac) selected at startup by config. Production binary excludes the GPL-3.0 implementation per D-C1-1-SUB-A=(a) build-config exclusion; research/dev binary links all three for the comparative study (IT-12). (source: `solution.md` §C1)

**VIO / Visual-Inertial Odometry** — Frame-to-frame motion + IMU bias estimation via fused camera + IMU streams (component C1). (source: `solution.md` §C1)

**Visual propagated** — Source label `visual_propagated`: estimate produced by VIO frame-to-frame propagation with no fresh satellite anchor. Mid-confidence. (source: AC-1.4)

**VPR / Visual Place Recognition** — Descriptor-based retrieval of the nearest satellite tile to the current nav frame (component C2). (source: `solution.md` §C2)