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Used in fingerprinting RF Signals, Multiple papers are implemented here all credits of the research goes to the authors who conducted the research. Created for Sainya Ranakshetram Hackathon.
SpectrumAlert is a real-time ham radio monitoring tool that scans frequencies, detects signal anomalies, and identifies modulation types (AM, FM, USB, LSB, QAM, etc.). Using machine learning and MQTT, it publishes anomalies, signal strength, and receiver coordinates for remote monitoring and alerts.