sigmf

A SigMF namespace extension for the National Telecommunications and Information Administration (NTIA).

Java based Spectral analyzer

Tools to work with SigMF files

MCP server for the Fishball7020 / PlutoSky SDR (Zynq-7020 + AD9361): 21 tools to tune, scan a band, measure spectra, capture IQ as SigMF and transmit — from an AI assistant

Turn SigMF SDR captures into leakage-safe PyTorch datasets.

Data ingestion and aggregation tool for working with raw NASCTN CBRS SEA sensor data

Python based tool that generates synthetic RF IQ recordings + optional steganographic payloads embedded via LSB

Reviewed SigMF IQ recordings for open radio decoder testing

SigMF File Viewer and Annotation Editor

Python ctypes wrapper for SDRplay RSPdx-R2 with IQ capture, realtime streaming, SigMF export, and AI-CW-Decoder integration support.

Simple python reader for SigMF datasets to convert them to pandas dataframe

Compact PyTorch CNN for raw-IQ drone RF classification, with recording-disjoint training, SigMF ingestion, synthetic demo and documented experiment provenance.

Scan raw SDR IQ recordings for activity and get back an interactive offline HTML report — waterfall, ranked events, zoomed spectrograms, and bit-exact IQ clips ready for inspectrum.