Target Classification and Pattern Recognition Using Micro-Doppler Radar Signatures

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Seventh ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD'06)

Las Vegas, Nevada

June 19-June 20

ISBN: 0-7695-2611-X

	ASCII Text	x
	Yinan Yang, Jiajin Lei, Wenxue Zhang, Chao Lu, "Target Classification and Pattern Recognition Using Micro-Doppler Radar Signatures," Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, International Conference on & Self-Assembling Wireless Networks, International Workshop on, pp. 213-217, Seventh ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD'06), 2006.

	BibTex	x
	@article{ 10.1109/SNPD-SAWN.2006.68, author = {Yinan Yang and Jiajin Lei and Wenxue Zhang and Chao Lu}, title = {Target Classification and Pattern Recognition Using Micro-Doppler Radar Signatures}, journal ={Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, International Conference on & Self-Assembling Wireless Networks, International Workshop on}, volume = {0}, year = {2006}, isbn = {0-7695-2611-X}, pages = {213-217}, doi = {http://doi.ieeecomputersociety.org/10.1109/SNPD-SAWN.2006.68}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, International Conference on & Self-Assembling Wireless Networks, International Workshop on TI - Target Classification and Pattern Recognition Using Micro-Doppler Radar Signatures SN - 0-7695-2611-X SP213 EP217 A1 - Yinan Yang, A1 - Jiajin Lei, A1 - Wenxue Zhang, A1 - Chao Lu, PY - 2006 KW - null VL - 0 JA - Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, International Conference on & Self-Assembling Wireless Networks, International Workshop on ER -

Yinan Yang, Towson University, 8000 York Road, Towson, MD

Jiajin Lei, Towson University, 8000 York Road, Towson, MD

Wenxue Zhang, Towson University, 8000 York Road, Towson, MD

Chao Lu, Towson University, 8000 York Road, Towson, MD

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SNPD-SAWN.2006.68

Micro-motions, such as vibrations or rotations of an object or structures on the object, induce additional frequency modulations on returned radar signal, which generates sidebands about the object?s Doppler frequency, called micro-Doppler [1,2,4]. In this paper, we investigated statistical classification methods for target classification using their micro-Doppler signatures. At this stage only simulated data are studied, and two models are used to generate simulation data: point scatter model and RCS model. Both models are tested and compared for their performance on target classification.

Citation:

Yinan Yang, Jiajin Lei, Wenxue Zhang, Chao Lu, "Target Classification and Pattern Recognition Using Micro-Doppler Radar Signatures," snpd-sawn, pp.213-217, Seventh ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD'06), 2006

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