| 基于GP 的多传感器数据融合诊断与恢复?? |
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| 引用本文： | 尉宇,孙德宝,吴江洪,梁瑞麟.基于GP 的多传感器数据融合诊断与恢复??[J].传感技术学报,2002,15(3):208-210. |
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| 作者姓名： | 尉宇 孙德宝 吴江洪 梁瑞麟 |
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| 作者单位： | 1. 武汉科技大学,武汉,430070
2. 船用电子设备研究所,江苏,扬州,225002 |
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| 摘 要： | 本论文主要是研究遗传编程 (GP)在多传感器故障的数据融合诊断与恢复中的应用 ,即用一种全新的数据处理方法应用于多传感器信息融合领域 .遗传编程基于遗传算法 ,可以能够从一批相关数据中提取其内在的隐含特征及相互联系 ,并给出其数学模型 .因而应用信息融合领域 ,可更好地提高系统的稳健性 ,宽阔的时空覆盖区域 ,以及更强的故障容错和系统重构能力 .
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| 关 键 词： | 遗传编程 数据融合 诊断与恢复 |
| 文章编号： | 1004-1699(2002)03-0208-03 |
| 修稿时间： | 2002年1月21日 |
An Application of Information Fusion Techniques Based on GP
in Sensor Failure Diagnosis and Recovery |
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| WEI Yu,S UN Debao,WU Jianghong,LIAN G R uil in.An Application of Information Fusion Techniques Based on GP
in Sensor Failure Diagnosis and Recovery[J].Journal of Transduction Technology,2002,15(3):208-210. |
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| Authors: | WEI Yu S UN Debao WU Jianghong LIAN G R uil in |
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| Affiliation: | WEI Yu 1,SUN Debao 1,WU Jianghong 2,LIANG Ruilin 2 1.Hua Zhang university of science and technology,wuhan 430070 P.R.China 2.The research institute of electron equipment for watercraft,Yangzhou Jiangsu.225002 P.R.China |
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| Abstract: | This paper applies genetic programming (GP) to the multi sensor failure detection and recovery, which is a new technique applied in the area of the multi sensor data fusion. GP is based on GA. It can extract the shady inner character and interrelation from a number of the interrelated data, furthermore can describe their mathematic model. Applied to the data fusion, it can better improve the robustness of the system, that makes it had more open time and space overlaid area and more strong ability of the failure detection and recovery. |
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| Keywords: | genetic programming data fusion failure detection and recovery |
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