{"title":"Adaptive Antenna Beamforming Arrays Using Artificial Neural Networks","authors":"P. Wells, P.C.J. Hill","doi":"10.1109/NNAT.1993.586046","DOIUrl":null,"url":null,"abstract":"Estimation of the angle of am'val (AOA) of radio signals to an antenna array is currently determined by classical spectral, paramehic or eigen-decomposition techniques [ I ] , Neural networks can provide an alternative inverse processing solution allowing the AOA to be determined directly from the received signal data. Moreover, suitably modified layered networks can actually eliminate the need for weight training entirely .","PeriodicalId":164805,"journal":{"name":"Workshop on Neural Network Applications and Tools","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1993-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Workshop on Neural Network Applications and Tools","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NNAT.1993.586046","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Estimation of the angle of am'val (AOA) of radio signals to an antenna array is currently determined by classical spectral, paramehic or eigen-decomposition techniques [ I ] , Neural networks can provide an alternative inverse processing solution allowing the AOA to be determined directly from the received signal data. Moreover, suitably modified layered networks can actually eliminate the need for weight training entirely .
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