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Proceedings Paper

Space direction-finding technique of forward/backward linear prediction based on neural networks
Author(s): Jianwei Wan; Ling Wang; Fukan Huang; Liangzhu Zhou; YangXi Zhao
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Paper Abstract

Based on linear plan neural network, this paper provides the method of detecting space direction by forward/backward linear prediction. The first step of this method is to turn the solution in complex field of forward/backward linear prediction coefficients to the solution in real field. Then we come to the realization by use of linear plan neural network which has been supplied by Tank and Hopfield. Because this network can come to a dynamic balance within several hundreds ns, it provides a new way for the realization of real time detecting direction in forward/backward linear forecast space. It is demonstrated by computer simulation that this method is better than traditional Burg algorithm, so it is practicable.

Paper Details

Date Published: 4 April 1997
PDF: 7 pages
Proc. SPIE 3077, Applications and Science of Artificial Neural Networks III, (4 April 1997); doi: 10.1117/12.271540
Show Author Affiliations
Jianwei Wan, National Univ. of Defense Technology (China)
Ling Wang, National Univ. of Defense Technology (China)
Fukan Huang, National Univ. of Defense Technology (China)
Liangzhu Zhou, National Univ. of Defense Technology (China)
YangXi Zhao, National Univ. of Defense Technology (China)


Published in SPIE Proceedings Vol. 3077:
Applications and Science of Artificial Neural Networks III
Steven K. Rogers, Editor(s)

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