Research On Frequency-Domain Kernel Identification Of Volterra Series

摘要：

　　In this paper,the identification method of Volterra series frequency-domain kernel is introduced from two aspects: parameter identification and non-parameter identification,then gives prospect.Volterra series theory has been applied and developed in recent years,becomes one of the most effective tools for nonlinear system analysis and modeling.The kernel of Volterra series can reflect the fault characteristics well.Therefore the problem of kernel identification has been the focus of research.Among them,the frequency-domain kernel identification is concerned because of many advantages,such as strong robustness,no need to determine the memory length and so on.

关键词： Volterra series non-linear frequency-domain kernel identification method

作者: Shihao Wu Yafeng Meng Bo Wang

作者单位: Department of Electronics and Optics Engineering,Machanical Engineering College Shijiazhuang 050003,China

会议类型: 国际会议

会议名称: 2017年第2届联合国际信息技术、机械与电子工程国际会议(JIMEC2017)

会议地点: 重庆

会议语种:英文

页码: 517-521

在线出版日期: 2017-10-04（万方平台首次上网日期，不代表论文的发表时间）