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Support vector machine(SVM) has gained good performance in classification. We treat the DOA estimation problem as a multi-class classification problem, and solve it by SVM. Train samples generated from array output data with known directions are used to train the SVM and construct classifiers, and then the classifiers will evaluate the test sample generated from unknown direction and derive the final...
Direction-of-arrival estimation is one of the most important issues in the signal processing field. Support vector machines have gained more and more attention in the DOA estimation in the recent ten years. Most researchers deal with the DOA estimation as a multiclass classification problem, and some approach have been proposed to solve the multiclass classification problem. Although the support vector...
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