Accession Number : ADD018494
Title : System for Bearings-Only Contact State Estimation Using Recurrent Neural Networks.
Descriptive Note : Patent Application, Filed 31 Jan 97,
Corporate Author : DEPARTMENT OF THE NAVY WASHINGTON DC
Personal Author(s) : Ganesh, Childambar ; Gong, Kai M ; Hammel, Sherry E
PDF Url : ADD018494
Report Date : 31 Jan 1997
Pagination or Media Count : 15
Abstract : A system for bearings only contact state estimation in response to target bearing and ownship speed and course information provided for a plurality of observation legs at successive points in time, includes a plurality of neural networks and a data fusion circuit. Each of the neural networks generates range normalized parameter estimate information for one of the observation legs in response to target bearing and ownship speed and course information for an associated one of the observation legs, provided thereto at each point in time and information generated for the previous point in time. The data fusion system receives the range normalized parameter estimate information from the neural networks and generates the contact state estimate in response thereto.
Descriptors : *NEURAL NETS, *ACOUSTIC TRACKING, *UNDERWATER TRACKING, ALGORITHMS, PATENT APPLICATIONS, TARGET ACQUISITION, TARGET RECOGNITION, MOVING TARGETS, DATA FUSION, TARGET DETECTION, UNDERWATER TARGETS
Subject Categories : Cybernetics
Target Direction, Range and Position Finding
Distribution Statement : APPROVED FOR PUBLIC RELEASE