基于改进FCM算法的信号调制方式识别

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摘要在无线电应用领域,信号调制方式识别技术无论是在军用还是民用领域均有重大意义。鉴于FCM算法自身的局限性,本文提出了一种基于距离加权的模糊C均值聚类算法,通过实验表明改进后的FCM算法对信号调制方式具有更高的识别率。

作者陈冉李光辉

机构地区西华大学数学与计算机学院

出处《产业与科技论坛》 2012年第21期73-74,共2页 Industrial & Science Tribune

关键词调制方式识别 FCM OWA

参考文献6

1AZZOUZ E E,Nandi A K. Automatic analogue modulation recognition[J].Signal Processing,1995.
2A.K.Nandi,E.E.Azzouz. Automatic analogue modulation recognition - l[J].Pergam,1996.S0016-003200069-5.
3A. K. Nandi,E. E. Azzouz. recognition - 2 Pergam 1996, Automatic analogue modulation PII: S0016 -0032 00070 - 1[M].
4Yager R R. Famiiies of OWA operators[J].Fuzzy Sets and Systems,1993.
5Chunfu Wei,Zheng Pei. An induced OVdA operator in eoa/ mine safety evaluation[J].Journal of Computer and System Sci- ences,.
6杨霁琳,彭宏,邓爽,赵毓高.基于OWA算子与FSVM的邮件过滤[J].计算机工程,2007,33(20):61-63. 被引量：2

1Yager R. On Ordered Weighted Averaging Aggregation Operators in Multicriteria Decisionmaking[J]. IEEE Transactions on Systems, Man, and Cybernetics,1988,18(1):183-190.
2Lin C, Wang S. Fuzzy Support Vector Machines[J]. IEEE Transactions on Neural Networks, 2002,13(2):464-471.
3Ronald R. Families of OWA Operators[J]. Fuzzy Sets and Systems,1993,59(1): 125-148.
4Cohen W. Learning Rules That Classify E-mail[C]//Proc. of AAAI Spring Symposium on Machine Learning in Information Access. 1996.
5Saham M, Dumais S, Heckerman D, et al. A Bayesian Approach to Filtering Junk E-mail[C]//Proceedings of AAAI Workshop on Learning for Text Categorization. 1998,55-62.
6Drucker H, Wu D, Vapnik V. Support Vector Machines for Spam Categorization[J]. IEEE Transactions on Neural Networks, 1999,10(5): 1048-1054.
7Kolcz A, Alspector J. SVM-based Filtering of E-mail Spare with Content-specific Misclassification Costs[C]//Proceedings of the TextDM'01 Workshop on Text Mining-held.2001,309-347,
8Rios G, Zha H. Exploring Support Vector Machines and Random Forests for Spam Detection[C]//Proceedings of the 1st Conference on Email and Anti-Spare. 2004,284-292.
9Vapnik V. The Nature of Statistical Learning Theory[M]. New York: Springer-Verlag, 1995.

产业与科技论坛

2012年第21期

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