High Resolution Radar Detection Based on Neutral Network

DOI

10.2991/itms-15.2015.98How to use a DOI?

Keywords

High Resolution Radar; Neural Network; Adaptive BP method

Abstract

Neural Network has been broadly applied in the area of modern information technique including radar area. Traditional detection techniques can not detect objects accurately in High Resolution Radar system. Neural Network method can apperceive the tiny diversification of the object because of its flexible parallel processing structure and better mistake toleration. Back-Propagation method solved the problem of multiple network training. But this method is easy to shake and the convergence speed is slow. The Weight adjustment arithmetic based on momentum method can improve in the two aspects. The test shows the efficiency of this kind of adaptive BP method.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - N. Pang
AU  - P.J. Xu
PY  - 2015/11
DA  - 2015/11
TI  - High Resolution Radar Detection Based on Neutral Network
BT  - Proceedings of the 2015 International Conference on Industrial Technology and Management Science
PB  - Atlantis Press
SP  - 412
EP  - 415
SN  - 2352-538X
UR  - https://doi.org/10.2991/itms-15.2015.98
DO  - 10.2991/itms-15.2015.98
ID  - Pang2015/11
ER  -