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

  • Gexiang Zhang
Conference paper

DOI: 10.1007/11795131_103

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4062)
Cite this paper as:
Zhang G. (2006) Intra-pulse Modulation Recognition of Advanced Radar Emitter Signals Using Intelligent Recognition Method. In: Wang GY., Peters J.F., Skowron A., Yao Y. (eds) Rough Sets and Knowledge Technology. RSKT 2006. Lecture Notes in Computer Science, vol 4062. Springer, Berlin, Heidelberg

Abstract

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.

Keywords

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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Gexiang Zhang
    • 1
  1. 1.School of Electrical EngineeringSouthwest Jiaotong UniversityChengduChina

Personalised recommendations