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Array processing with neural networks for estimation of near-field source position

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2 Author(s)
S. Fujii ; ATR Opt. & Radio Commun. Res. Lab., Kyoto, Japan ; T. Manabe

The authors propose an implementation method of a neural network for an estimation problem of near-field source positions. This method can estimate not only the positions but also the power of the sources. Its resolving power is higher than that of the backward propagation method. In comparison with the maximum entropy method, the present method can estimate source positions in noisier environments. Simulation results are presented.<>

Published in:

Antennas and Propagation Society International Symposium, 1991. AP-S. Digest

Date of Conference:

24-28 June 1991