Title :
Mind over matter - Neural networks and meteor-burst communications
Author :
Fraser, David D.
Author_Institution :
Dept. of Electron. Eng., Natal Univ., Durban, South Africa
Abstract :
The author discusses the reasoning behind neural networks and their applicability to meteor-burst communications. Details of data capture and processing, neural network structure, training and testing are given. The details of three neural networks for trail type classification, trail amplitude and trail type prediction are given. Conclusions on their application in adaptive data rate modems, and other uses of neural networks in meteor-burst communications are drawn
Keywords :
adaptive systems; circuit testing; learning (artificial intelligence); meteor burst communication; military communication; modems; neural nets; pattern classification; telecommunication equipment testing; adaptive data rate modems; data capture; meteor-burst communications; neural network structure; neural networks; testing; trail amplitude prediction; trail type classification; trail type prediction; training; Africa; Artificial neural networks; Biological neural networks; Electronic mail; Neural networks; Neurons; Signal processing; Tail; Testing; Transfer functions;
Conference_Titel :
Military Communications Conference, 1993. MILCOM '93. Conference record. Communications on the Move., IEEE
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-0953-7
DOI :
10.1109/MILCOM.1993.408634
