Error Correction Output Code-Based Radar Platform Motion Type Classification

Emirhan Ozmen,Fuat Cogun,Yasar Kemal Alp,Fatih Altiparmak

2021 IEEE Radar Conference (RadarConf21)（2021）

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摘要

In this paper, radar parameters measured by EW systems are aimed to determine the platform types with which they are related. First, an efficient preprocessing method is applied, which involves quantifying range values and grouping class values to improve classification performance. Then, Multi-task Learning (MTL) neural network, Support Vector Machine (SVM) and Error-Correcting Output Codes(ECOC)...

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关键词

Support vector machines,Training,Sensitivity,Radar measurements,Tracking,Neural networks,Support vector machine classification

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