Title :
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.
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;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258786
