Advanced Detection and Classification Algorithms for Acoustic-Color- Based Sonar Systems

摘要

Signal Innovations Group (SIG) has been working closely with the Naval Research Laboratory (NRL) on development of advanced algorithms for detection and classifying MCM targets, with data collected using the NRL sonar system. Over the current period of performance SIG has delivered to NRL kernel matching pursuits (KMP) software, that was employed by NRL at the most recent blind test. Details on the KMP algorithm are provided below. Additionally, NRL has recently delivered data from that blind test to SIG, and SIG is currently processing this data. NRL will soon be delivering to SIG data from their most recent sea test, for processing at SIG.