Multiple-Parameter De-Interleaving System in ESM Data Processing Scheme

Author

Guo, Qiang ; Chen, Wan-hai ; Zhang, Xing-zhou ; Li, Zheng

Author_Institution

Coll. of Inf. & Commun. Eng., Harbin Eng. Univ.

fYear

2006

fDate

13-16 Aug. 2006

Firstpage

2497

Lastpage

2502

Abstract

First, the paper shows a novel sorting method based on cascade coupling and support vector clustering (SVC). Secondly, recognition technology of type-entropy is introduced into signal sorting system so that a novel radar sequence signal sorting system is to be presented. The experiment result shows that the system can sort efficiently radar signals in the complex pulses environment

Keywords

entropy; pattern clustering; radar computing; radar signal processing; statistical analysis; support vector machines; ESM data processing scheme; cascade coupling; multiple-parameter deinterleaving system; radar sequence signal sorting system; sorting method; support vector clustering; type-entropy recognition technology; Cybernetics; Data engineering; Data mining; Data processing; Entropy; Histograms; Machine learning; Radio frequency; Signal analysis; Signal processing; Sorting; Spaceborne radar; Static VAr compensators; SVC; cascade coupling; recognition; signal sorting; system; type-entropy;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics, 2006 International Conference on

Conference_Location

Dalian, China

Print_ISBN

1-4244-0061-9

Type

conf

DOI

10.1109/ICMLC.2006.258786

Filename

4028484

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2893803