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Improvement of Minimum MSE Performance in LMS-type Adaptive Equalizers Combined with Genetic Algorithm
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  • Improvement of Minimum MSE Performance in LMS-type Adaptive Equalizers Combined with Genetic Algorithm
  • Improvement of Minimum MSE Performance in LMS-type Adaptive Equalizers Combined with Genetic Algorithm
저자명
Kim. Nam-Yong
간행물명
Journal of the Korea Electromagnetic Engineering Society
권/호정보
2004년|4권 1호|pp.1-7 (7 pages)
발행정보
한국전자파학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

In this paper the Individual tap - Least Mean Square(IT-LMS) algorithm is applied to the adaptive multipath channel equalization using hybrid-type Genetic Algorithm(GA) for achieving lower minimum Mean Squared Error(MSE). Owing to the global search performance of GA, LMS-type equalizers combined with it have shown preferable performance in both global and local search but those still have unsatisfying minimum MSE performance. In order to lower the minimum MSE we investigated excess MSE of IT-LMS algorithm and applied it to the hybrid GA equalizer. The high convergence rate and lower minimum MSE of the proposed system give us reason to expect that it will perform well in practical multi-path channel equalization systems.