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OALib Journal期刊
ISSN: 2333-9721
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Fuzzy clustering algorithm based on genetic algorithm and its application
一种遗传模糊聚类算法及其应用

Keywords: Genetic Algorithm(GA),Fuzzy C-Mean(FCM),constellation clustering
遗传算法
,模糊C-均值,星座聚类

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Abstract:

A fuzzy clustering arithmetic based on Genetic Algorithm(GA) was proposed.Genetic algorithms instructed to choose the initial cluster centers firstly,and clustering was processed by Fuzzy C-Mean Clustering(FCM).It not only overcomes the sensitivity to initial centers as FCM,but also solves the problem of approximate solution as Genetic Algorithm.This method was applied to constellation clustering and modulation recognition.The simulation results show that the method is feasible to PSK and QAM signal even wh...

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