Rough Sets and Knowledge Technology

Volume 4062 of the series Lecture Notes in Computer Science pp 707-712

Intra-pulse Modulation Recognition of Advanced Radar Emitter Signals Using Intelligent Recognition Method

  • Gexiang ZhangAffiliated withSchool of Electrical Engineering, Southwest Jiaotong University

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A new method is proposed to solve the difficult problem of advanced radar emitter signal (RES) recognition. Different from traditional five-parameter method, the method is composed of feature extraction, feature selection using rough set theory and combinatorial classifier. Support vector clustering, support vector classification and Mahalanobis distance are integrated to design an efficient combinatorial classifier. 155 radar emitter signals with 8 intra-pulse modulations are used to make simulation experiments. It is proved to be a valid and practical method.


Modulation recogntion radar emitter signal rough set theory support vector clustering support vector classification