All neural network sonar discrimination system

Abstract

The authors present a summary of the status of an ongoing investigation into how effective various neural network paradigms are in military sonar system functions. Specifically, the authors investigate the potential use of neural network technology in the detection, feature extraction, feature optimization, and classification portions of a sonar signal discrimination system. Preliminary results given suggest that neural network techniques have potential as implementation solutions for at least the detection and classification functions.<>