A Variable Step-Size LMS Adaptive Filtering Algorithm Based on Error Feedback

摘要：

　　In order to solve the problem of LMS algorithm, a new variable step-size LMS algorithm is studied.The algorithm is based on the sigmoid function which builds the non-linear functional relationship between step and error.By introducing the error feedback strategy to adjust the parameters adaptively, the algorithm solves the problem of setting parameters in the function.Compared with other algorithms, simulation results show that the algorithm performs perfect at convergence rate and steady-state error with a better applicability.

关键词： LMS Algorithm Adaptive Filtering Convergence Rate Steady-state Error

作者: Fengchun Wang Jiyan Du

作者单位: Institute of UAV Army Officer Academy,Hefei 230000,China

会议类型: 国际会议

会议名称: 2013 International Conference on Education Technology and Information Systems(ICETIS2013)2013教育技术与信息系统国际会议

会议地点: 三亚

会议语种:英文

页码: 812-815

在线出版日期: 2013-06-21（万方平台首次上网日期，不代表论文的发表时间）