摘要
文章首先简单介绍了LMS算法和采用此算法的系统结构图,随后分别给出了MATLAB和SIMULINK的具体实现及其运行结果,最后针对迭代步长对系统性能的影响情况进行简明的讨论。结果证明,采用LMS算法得出的结果与准确值的偏差在工程上完全可以接受,并且算法容易实现。
The least mean square(LMS) algorithm and the system structure of an adaptive filter based on the LMS algorithm are introduced briefly. Then the MATLAB program and its result are described. The result of simulation using SIMULINK is also presented. The effect of the iterative step on the performance of the system is analyzed. The presented algorithm is easy to be implemented and the difference between the accurate value and the result obtained by using the LMS algorithm is acceptable in practical application.
出处
《合肥工业大学学报（自然科学版）》
CAS
CSCD
北大核心
2005年第4期411-413,共3页
Journal of Hefei University of Technology：Natural Science
关键词
最小均方算法
自适应滤波器
仿真
least mean square algorithm
adaptive filter
simulation
