A Metadata Management and Visualization System for Radio Frequency Activity Modeling and Pattern Recognition

The Metadata Management and Visualization System (MDAMS) software is IFTs solution for processes huge amounts of RF metadata in real-time using machine learning methods. The system is able to automatically learn the patterns of RF activities that occur around a ship, while also detecting anomalies.

PATTERN OF LIFE INTEGRATED CLASSIFICATION ENGINE (POLICE) FOR RF SITUATIONAL AWARENESS

PoLICE is IFTs software system that monitors the frequency bands of interest and performs thorough pattern analysis on the intercepted RF signals by first extracting key metadata features from the raw I/Q samples and then performing pattern analysis on the metadata records using state-of-the-art ML/AI algorithms, establishing a pattern-of-life for “normal behavior/scenario” and detecting RF anomalies caused by a change in underlying scenario/activity.

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