Title :
Signal processing with neural networks-I. Signal in noise
Author :
Solka, J.L. ; Rogers, George W. ; Harrell
Author_Institution :
US Naval Surface Warfare Center, Dahlgren, VA, USA
Abstract :
Summary form only given, as follows. Radar signal processing with multilayered perceptrons was investigated. Networks with no hidden layer and a single hidden layer were tested extensively on millimeter wave target returns which had been corrupted with Gaussian noise at a signal to noise level of 3 dB. Performance as a function of network-architecture was characterized.<>
Keywords :
computer architecture; computerised signal processing; neural nets; radar theory; 3 dB; SNR; corrupted with Gaussian noise; millimeter wave target returns; multilayered perceptrons; network-architecture; networks with hidden layers; networks without hidden layer; neural networks; radar signal processing; signal in noise; signal to noise level; Computer architecture; Neural networks; Radar theory;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118435
