期刊文献+

自适应滤波器在电参数测量系统中的应用

Application of Self-adaptive Filter in System of Electricity Measure
下载PDF
导出
摘要 论述了基于LMS算法的自适应噪声抵消器和自适应谱线增强器的工作原理及改进的算法,并将自适应噪声抵消器和自适应谱线增强器合并为一个滤波器应用于电参数测量系统中,仿真实验证明这种滤波器去除噪声的性能较佳。 The theory of adaptive noise canceler and adaptive line enhancement based on LMS algorithm and the improved algorithm are discussed. The filter of the incorporation of the adaptive noise canceler and the adaptive line enhancemen is applied to the system of electricity measure. Emulation proves that the performance of denoising of this filter is excellent.
出处 《计算机与现代化》 2009年第2期122-124,128,共4页 Computer and Modernization
基金 江西省自然科学基金资助项目(0511072) 江西省教育厅基金资助项目(DB20040611)
关键词 自适应滤波器 噪声抵消 谱线增强 self-adaptive filter noise cancelling line enhancement
  • 相关文献

参考文献5

二级参考文献11

  • 1吴光弼,祝琳瑜.一种变步长LMS自适应滤波算法[J].电子学报,1994,22(1):55-61. 被引量:35
  • 2叶华,吴伯修.变步长自适应滤波算法的研究[J].电子学报,1990,18(4):63-70. 被引量:73
  • 3GUO L, LJUNG L, WANG G J. Necessary and sufficient conditions for stability of LMS[J]. IEEE Trans on Automatic Control, 1997, 42(6):761-770.
  • 4KWONG R, JOHNSTON E W. A variable step size LMS algorithm[J]. IEEE Trans on Signal Processing, 1992, 40(7):1633-1642.
  • 5HARRIS R, CHABRIES D, BISHOP F A. A variable step (VS) adaptive filter algorithm[J]. IEEE Trans on Acoust, Speech, Signal Processing, 1986,ASSP-34(2):309-316.
  • 6EVANS J, XUE P, LIU B. Analysis and implementation of variable step size adaptive algorithms[J]. IEEE Trans on Signal Processing, 1993, 41(8):2517-2534
  • 7MARCOS S, MACCHI O. Tracking capability of the least mean square algorithm: application to an asynchronous echo canceller[J]. IEEE Trans on Acoust, Speech, Signal Processing, 1987,ASSP-35(11):1570-1578.
  • 8WIDROW B, MCCOOL J M, LARIMORE M G, et al. Stationary and nonstationary learming characteristics of the LMS adaptive filter[J]. Proc IEEE, 1976, 64(8):1151-1162.
  • 9GELFAND S B, WEI Y, KROGMEIER J V. The stability of variable step-size LMS algorithms[J]. IEEE Trans on Signal Processing, 1999, 47(12):3277-3288.
  • 10ABOULNASR T, MAYYAS K. A robust variable step-size lms-type algorithm: Analysis and simulations[J]. IEEE Trans on Signal Processing, 1997, 45(3): 631-639.

共引文献420

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部