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High-resolution range profile is the significant characteristic of radar targets in automatic target recognition. Traditional feature extractions of range profiles in target classification are constrained to the original scale. This Letter proposes a multi-scale target classification method based on the scale-space theory. Target range profile feature is extended from single scale to multiple scales...
Target classification is a significant research direction in radar field. The range profile is a good target electromagnetic scattering characteristic for real-time target classification. This study proposes a novel method which combines support vector machine (SVM) and subspace methods to achieve complex target classification. The performances of SVM and three representative subspace methods are...
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