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Volume 20 Issue 4
Jul.  1998
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Zeng Shaohua, Wei Li, Liu Shaoting. A MODIFIED ADAPTIVE LMS FILTER ALGORITHM WITH TRANSIENT STEP[J]. Journal of Electronics & Information Technology, 1998, 20(4): 566-569.
Citation: Zeng Shaohua, Wei Li, Liu Shaoting. A MODIFIED ADAPTIVE LMS FILTER ALGORITHM WITH TRANSIENT STEP[J]. Journal of Electronics & Information Technology, 1998, 20(4): 566-569.

A MODIFIED ADAPTIVE LMS FILTER ALGORITHM WITH TRANSIENT STEP

  • Received Date: 1997-06-10
  • Rev Recd Date: 1997-10-13
  • Publish Date: 1998-07-19
  • A modified adaptive filter algorithm of smooth pseudo LMS(SPLMS) based on pseudo LMS(PLMS) is presented in this paper. Besides having advantages of PLMS, it has faster beginning convergence rate, lower misadjustment of weight, and better robustness aganist noise and disturbance. The theoretical analysis is confirmed by computer simulation results.
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  • 郑宝玉,等.通信工程中的最优化方法.北京: 北京邮电大学出版社,1996. 3,286-293.[2]刘世忠.自适应滤波器的最小二乘算法及其应用.四川大学学报(自然科学版),1990, 27(4): 444-452.[3]刘晓峰,等.一种瞬变步长LMS 自适应滤波算法.电子科技大学学报,1996, 6(25):579-582.[4]唐晓泉.强噪声干扰下语音信号的识别.西安矿业学院学报,1994, 5(4): 44-47.[5]陈尚勤,等.快速自适应信息处理.北京:人民邮电出版社,1996, 3, 44-47.[6]龚耀寰.自适应滤波.北京:电子工业出版社,1989, 4. 18-27.
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