EMMA-UAVDOP-v0.2

v0.2 · proposed-contract

Warning

Depends on an unshipped rfgen feature. rfgen ray-tracer micro-Doppler support is not yet shipped. This dataset cannot be regenerated until the pinned rfgen release lands; the contract is proposed, not final.

Task. E-ID-UAVDOP - see Tasks. What you predict. the platform and motion class from micro-Doppler. Target domain. RADAR_SAR / DEFENSE - defense unmanned-aerial-vehicle (UAV) classification.

Input

Raw complex multi-antenna I/Q (in-phase and quadrature), shape (num_rx, 2, N) float32, with per-scene metadata. 8-element uniform linear array (ULA).

Labels

Platform and motion class.

Splits

train and dev are public and regenerable; holdout is private and scored by prediction submission. Sample count to be pinned at v0.2.

Get it

emma download --dataset EMMA-UAVDOP-v0.2 --split dev --out ./scenes

Metric

PlainAccuracy (multiclass accuracy). See Metrics.

What this tests

UAV micro-Doppler classification reads the fine Doppler signature of moving rotor blades, the signature that distinguishes platform and motion profile.

How it is made

Generated by rfgen. The exact configuration (commit, emitters, channel, label extraction, seeds) is in the developer recipe.

See Also