Progress Report on Advanced Detection and Classification Algorithms for Acoustic-Color-Based Sonar Systems
Progress rept. 29 Nov 2005-29 Nov 2006
SIGNAL INNOVATIONS GROUP INC DURHAM NC
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This report summarizes recent progress by Signal Innovations Group SIG in supporting the Naval Research Laboratory NRL on development of a new low-frequency sonar system. SIG has the tasks of developing the algorithms and transitioning them to NRL, for use in sea tests. The discussion below provides a summary of the following items i a kernel-based matching pursuits classification algorithm, ii life-long learning, iii in situ learning, and iv a discussion of the features used within the algorithms. Items i and iv are fully transitioned to NRL, and have been employed during sea tests. Items ii and iii are currently under development by SIG, in cooperation with NRL.
- Acoustic Detection and Detectors