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Intelligent target recognition based on data fusion

  • Tie Zhu Zhang*
  • , Hong Jiang
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In order to improve the performance and reliability of* automatic target recognition system, an intelligent target recognition method based on the data fusion of radar and infrared sensor is proposed. For infrared sensor, the image target recognition algorithm based on wavelet moment and BP neural network is proposed; for radar sensor, the target recognition method based on fuzzy reasoning is proposed. Finally, Dempster-Shafer theory is used to combine the two basic probability assignment functions and achieve the data fusion of radar and infrared sensor. Simulation experiments indicate that the recognition results by data fusion of two sensors is better than that by single sensor.

源语言英语
主期刊名2009 1st International Conference on Information Science and Engineering, ICISE 2009
1311-1314
页数4
DOI
出版状态已出版 - 2009
活动1st International Conference on Information Science and Engineering, ICISE2009 - Nanjing, 中国
期限: 26 12月 200928 12月 2009

出版系列

姓名2009 1st International Conference on Information Science and Engineering, ICISE 2009

会议

会议1st International Conference on Information Science and Engineering, ICISE2009
国家/地区中国
Nanjing
时期26/12/0928/12/09

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