{"title":"A Comparative Study of Statistical and Neural DOA Estimation Techniques","authors":"T. Lo, H. Leun, J. Litval","doi":"10.1109/SSAP.1994.572459","DOIUrl":null,"url":null,"abstract":"In this letter, we compare the direction-ofarrival (DOA) technique based on the use of a radial basis function (RBF) network with the standard MUSIC algorithm. The RBF network is used to approximate the functional relationship between sensor outputs and the directionof-arrivals. Simulation results show that the new technique has a better performance, in terms of estimation errors.","PeriodicalId":151571,"journal":{"name":"IEEE Seventh SP Workshop on Statistical Signal and Array Processing","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1994-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Seventh SP Workshop on Statistical Signal and Array Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSAP.1994.572459","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this letter, we compare the direction-ofarrival (DOA) technique based on the use of a radial basis function (RBF) network with the standard MUSIC algorithm. The RBF network is used to approximate the functional relationship between sensor outputs and the directionof-arrivals. Simulation results show that the new technique has a better performance, in terms of estimation errors.