Blind Equalization Algorithm Based on Niched Genetic Algorithm and Wavelet Transform

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Blind Equalization Algorithm Based on Niched Genetic Algorithm and Wavelet Transform

更新时间：2026-09-04

- Blind Equalization Algorithm Based on Niched Genetic Algorithm and Wavelet Transform
- Vol. 28, Issue 7, Pages: 50-53(2011)
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- Published：2011
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基于小生境遗传优化的正交小波变换盲均衡算法[J]. 微电子学与计算机, 2011, 28(7): 50-53.

Blind Equalization Algorithm Based on Niched Genetic Algorithm and Wavelet Transform[J]. 2011, 28(7): 50-53.
基于小生境遗传优化的正交小波变换盲均衡算法[J]. 微电子学与计算机, 2011, 28(7): 50-53. DOI：

Blind Equalization Algorithm Based on Niched Genetic Algorithm and Wavelet Transform[J]. 2011, 28(7): 50-53. DOI：

摘要

针对现有盲均衡技术收敛速度慢、稳态误差大、容易收敛到局部极小值的缺点

文中提出了基于小生境遗传优化的正交小波变换盲均衡算法.该算法利用小生境遗传算法搜寻全局

并利用正交小波盲均衡提高收敛速度.计算机仿真结果验证了算法的有效性.

Abstract

In order to overcome the slow convergence rate and large steady state error of present blind equalization

a new Blind Equalization Algorithm Based on Niched Genetic Algorithm and Wavelet Transform (NGAWT-CMA) was proposed.The proposed algorithm utilizes NGA to globally search and uses wavelet transform to improve convergence rate.The results of computer simulation proved the validity of the algorithm.

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