Application of Fuzzy Neural Network on 2-D Array Signal Processing

Application of Fuzzy Neural Network on 2-D Array Signal Processing

碩士 === 國立交通大學 === 控制工程系 === 85 === In this thesis, we discuss two-dimensional direction estimation by using a fuzzy neural network(FNN). We can track high speed moving target with highresolutions by FNN for its mapping capacity. Furthermore...

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Main Authors: Ho, Tsai-Li, 何彩莉
Other Authors: Ching-Cheng Teng
Format: Others
Language:zh-TW
Published: 1997
Online Access:http://ndltd.ncl.edu.tw/handle/39019165093252049556
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spelling ndltd-TW-085NCTU03270112015-10-13T17:59:37Z http://ndltd.ncl.edu.tw/handle/39019165093252049556 Application of Fuzzy Neural Network on 2-D Array Signal Processing 模糊類神經網路在二維陣列訊號處理上的應用 Ho, Tsai-Li 何彩莉 碩士 國立交通大學 控制工程系 85 In this thesis, we discuss two-dimensional direction estimation by using a fuzzy neural network(FNN). We can track high speed moving target with highresolutions by FNN for its mapping capacity. Furthermore, the array geometry can be quite free, and fewer sensors are necessary comparing to classicazimuth/ elevation direction finding using uniformly regular array. Also, wedemostrate, in a coherent enviornment, how FNN can outperform conventional eigenstructure-based methods with spatial smoothing scheme in dealing with low angle tracking problem. Ching-Cheng Teng 鄧清政 1997 學位論文 ; thesis 66 zh-TW
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description 碩士 === 國立交通大學 === 控制工程系 === 85 === In this thesis, we discuss two-dimensional direction estimation by using a fuzzy neural network(FNN). We can track high speed moving target with highresolutions by FNN for its mapping capacity. Furthermore, the array geometry can be quite free, and fewer sensors are necessary comparing to classicazimuth/ elevation direction finding using uniformly regular array. Also, wedemostrate, in a coherent enviornment, how FNN can outperform conventional eigenstructure-based methods with spatial smoothing scheme in dealing with low angle tracking problem.
author2 Ching-Cheng Teng
author_facet Ching-Cheng Teng
Ho, Tsai-Li
何彩莉
author Ho, Tsai-Li
何彩莉
spellingShingle Ho, Tsai-Li
何彩莉
Application of Fuzzy Neural Network on 2-D Array Signal Processing
author_sort Ho, Tsai-Li
title Application of Fuzzy Neural Network on 2-D Array Signal Processing
title_short Application of Fuzzy Neural Network on 2-D Array Signal Processing
title_full Application of Fuzzy Neural Network on 2-D Array Signal Processing
title_fullStr Application of Fuzzy Neural Network on 2-D Array Signal Processing
title_full_unstemmed Application of Fuzzy Neural Network on 2-D Array Signal Processing
title_sort application of fuzzy neural network on 2-d array signal processing
publishDate 1997
url http://ndltd.ncl.edu.tw/handle/39019165093252049556
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