EMMA-SC-SENSE-v1¶

v1 · proposed-contract

Task. E-SC-SENSE - see Tasks. What you predict. spectral occupancy. Target domain. SPECTRUM - spectrum sensing for dynamic spectrum access and interference detection.

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¶

Occupancy per band.

Splits¶

train and dev are public and regenerable; holdout is private and scored by prediction submission. Sample count to be pinned at v1.

Get it¶

emma download --dataset EMMA-SC-SENSE-v1 --split dev --out ./scenes

Metric¶

AUC (area under the ROC curve). See Metrics.

What this tests¶

Spectrum sensing detects signal presence under an unseen band and noise floor, the threshold-free detection task.

How it is made¶

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