期刊文献+

一种基于小波理论的LMS算法研究 被引量:6

The Study of LMS Algorithm Based on Wavelet
下载PDF
导出
摘要 基于LMS算法原理和MALLAT算法,提出了小波自适应算法,并对算法进行了理论分析和仿真研究,仿真结果表明,小波自适应算法在非线性系统辩识中表现出了良好的性能。 Based on Least Mean Square(LMS )and Mallat algorithm,wavelet adaptive algorithm is proposed,and theoreti-cally investigation on the algorithm is made in details.To study on the performance of the algorithm,the simulation is also explored in the paper,which indicates that algorithm is excellent in the identification of nonlinearly system.
作者 张玉璘 杨波
出处 《计算机工程与应用》 CSCD 北大核心 2004年第14期67-69,共3页 Computer Engineering and Applications
基金 国家自然科学基金资助项目(编号:69902005)
关键词 LMS算法 MALLAT算法 小波自适应算法 LMS algorithm,Mallat algorithm,wavelet adaptive algorithm
  • 相关文献

参考文献6

  • 1Widrow. A comparison of adaptive algorithm based on method of steepest descent and random search[J].IEEE Transaction ASSP 24,1976-09
  • 2S Mallat. A theory for multiresolution signal decomposition:The wavelet representation[J].IEEE trans Patt Anal Machine Intell, 1989; 11 (7):674~693
  • 3S Hosur,A H Tewfik.Wavelet transform domain LMS algorithm[C].In :IEEE Int Conf Acoust Speech Signal Processing, 1993-04;(3):508~510
  • 4M Doroslovacki,H Fan. Wavelet-based adaptive filtering[C].In: IEEE Int Conf Acoust Speech Signal Processing, 1993-04;3:488~491
  • 5J C Lee,C K Un. Performance of transform domain LMS adaptive digital filters[J].IEEE Trans Acoust Speech Signal Processing, 1986;ASSP-34 (3): 499~510
  • 6Gaviphat Lekutai.Adaptive self-tuning neuro wavelet network controllers[D].Virginia Polytechnic Institute and State University,71~79

同被引文献56

引证文献6

二级引证文献125

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