Title

Beam shaping with antenna arrays using neural networks

Abstract

A method of designing antenna arrays for a desired radiation pattern using neural networks is presented. A back-propagation neural network is trained to synthesize array patterns for non-uniform arrays. Given a certain radiation pattern the network can predict the number of elements needed and their respective excitations that will yield this pattern. This method is potentially useful in `beam-shaping' using array antennas. Results for various patterns and array cases are presented and discussed.

Publication Date

1-1-1998

Publication Title

Conference Proceedings - IEEE SOUTHEASTCON

Number of Pages

220-223

Document Type

Article; Proceedings Paper

Personal Identifier

scopus

Socpus ID

0031703086 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/0031703086

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