sigmf

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

Java based Spectral analyzer

Tools to work with SigMF files

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

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

SigMF File Viewer and Annotation Editor

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

Reviewed SigMF IQ recordings for open radio decoder testing

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

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