Mixed Vibration Signal Separation and Moving Object Detection Based on Independent Component Analysis

摘要：

This article briefly describes the basic theory of independent component analysis (ICA) and algorithms. Independent component analysis (ICA) method is employed to separate the mixed vibration signal, measured from linear sensor array. By calculating the spatial spectrum function, identification and tracking of multiple moving targets achieved. The results show that, ICA can successfully detect and track multiple targets.

关键词： Blind source separation(BSS) Independent component analysis(ICA) Multi-target tracking Vibration signal

作者: Ning Qiang Fang Xiang

作者单位: Graduate team 6 .PLA University of Science, Corps of Engineers Engineering. Baixia District.Nanjing PLA University of Science, Corps of Engineers Engineering. Baixia District. Nanjing,Jiangsu,China

会议类型: 国际会议

会议名称: 2011 International Conference on Mechatronics and Materials Processing(2011年机电一体化与材料加工国际会议 ICMMP)

会议地点: 广州

会议语种:英文

页码: 2113-2116

在线出版日期: 2011-11-18（万方平台首次上网日期，不代表论文的发表时间）