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The identification of unmanned helicopter based on niche genetic algorithm

  • Northwestern Polytechnical University Xian

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

To design a reliable high-performance fight control system, an accurate model of the helicopter is required. While the movement of the helicopter is very complicated, it is very difficult to identify the complete model of helicopter by the traditional methods. In this paper, an identifying method based on niche genetic algorithm ( NGA ) is proposed. In this method, the problem of identification is transformed into an optimization that can be solved by genetic algorithm. To avoid the premature of GA, a niche genetic algorithm based on sharing scheme is adopted. In order to test the identifying method based on NGA, an identification of a kind of unmanned helicopter's model is done. The result shows that the accurate completer model can be obtained by the identifying method proposed in this paper.

源语言英语
主期刊名Proceedings of the IEEE International Conference on Automation and Logistics, ICAL 2008
725-729
页数5
DOI
出版状态已出版 - 2008
活动IEEE International Conference on Automation and Logistics, ICAL 2008 - Qingdao, 中国
期限: 1 9月 20083 9月 2008

出版系列

姓名Proceedings of the IEEE International Conference on Automation and Logistics, ICAL 2008

会议

会议IEEE International Conference on Automation and Logistics, ICAL 2008
国家/地区中国
Qingdao
时期1/09/083/09/08

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