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NEURAL NETWORK MATCH FILTER OF CHIRP PULSE COMPRESSION

  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Because of the large amplitude of sidelobe of match filter outpüt, the sidelobe suppression must be used in the match filter which reduce the sidelobe jamming and the sensitivity of the system. Because BP neural networks have the. ability to approximate any nonlinear function, it can be used in match filter. Training of synaptic weights of BP neural networks adopts traditional grads algorithm. The combination between BP and niche GA(NGA) can improve the training convergence and insure to reach at global minimum.

源语言英语
主期刊名International Conference on Signal Processing Proceedings, ICSP
编辑Yuan Baozong, Tang Xiaofang
出版商Institute of Electrical and Electronics Engineers Inc.
1872-1875
页数4
ISBN(电子版)0780357477
DOI
出版状态已出版 - 2000
活动5th International Conference on Signal Processing, ICSP 2000 - Beijing, 中国
期限: 21 8月 200025 8月 2000

出版系列

姓名International Conference on Signal Processing Proceedings, ICSP
3
ISSN(印刷版)2164-5221
ISSN(电子版)2164-523X

会议

会议5th International Conference on Signal Processing, ICSP 2000
国家/地区中国
Beijing
时期21/08/0025/08/00

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