{"title":"Adaptive multidimensional signal processing for ocean surveillance","authors":"S. Haykin","doi":"10.1109/PACRIM.1991.160666","DOIUrl":null,"url":null,"abstract":"A discussion is presented of adaptivity and multidimensionality in the context of ocean surveillance using a surface-based radar. This environment is used to emphasize the basic notions of complexity and efficiency and the signal-processing roles of chaotic modeling, neural networks, Doppler-polarization (multidimensional) processing, and wavelet-inspired time-frequency analysis. The discussion is supported with experimental results obtained using data collected with a world-class quality-instrument facility known as the IPIX radar.<<ETX>>","PeriodicalId":289986,"journal":{"name":"[1991] IEEE Pacific Rim Conference on Communications, Computers and Signal Processing Conference Proceedings","volume":"169 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1991-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"[1991] IEEE Pacific Rim Conference on Communications, Computers and Signal Processing Conference Proceedings","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PACRIM.1991.160666","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
A discussion is presented of adaptivity and multidimensionality in the context of ocean surveillance using a surface-based radar. This environment is used to emphasize the basic notions of complexity and efficiency and the signal-processing roles of chaotic modeling, neural networks, Doppler-polarization (multidimensional) processing, and wavelet-inspired time-frequency analysis. The discussion is supported with experimental results obtained using data collected with a world-class quality-instrument facility known as the IPIX radar.<>
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