Radar Micro-Doppler Signature Classification using Dynamic Time Warping
Date
2010
Authors
Smith, Graeme
Woodbridge, Karl
Baker, Christopher
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Publisher
Institute of Electrical and Electronics Engineers (IEEE Inc)
Abstract
This paper describes the first feasibility study using dynamic time warping (DTW) to classify the micro-Doppler signature (μ-DS ) for radar automatic target recognition (ATR). Real radar data has been used in the testing, and the performance of the DTW c
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Keywords
Keywords: ATR system; Basic theory; Classification rates; Dynamic time warping; Feasibility studies; K-nearest neighbour (k-NN); Micro-Doppler; Radar automatic target recognition; Real radar data; Target class; Automatic target recognition; Classifiers; Radar; Rada
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Source
IEEE Transactions on Aerospace and Electronic Systems
Type
Journal article
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Restricted until
2037-12-31
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