Underwater Target Multi-feature Fusion Recognition Technology Based on D-S Evidence Reasoning

DOI

10.2991/icmse-15.2015.70How to use a DOI?

Keywords

Dempster-Shafer evidence inference, Underwater target recognition, Fusion decision

Abstract

Underwater target recognition is a key technique in military command system. Decision recognition is the last key step. It fully makes several sensor several kinds of feature and classifier to be combined to form the uniform description to the target according to the optimizing criterion. The paper mainly studies Dempster-Shafer decision theory and its application. Based on the theory, the target feature and Fuzzy Adaptive Resonance Theory(FART) network is combined to form the decision fusion domination. The results show that the decision recognition ratio improves percent two than the single classifier and single feature. It shows that the application of the method is well in target recognition fields.

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  - Yuan Peng
AU  - Chen Hu
AU  - Lin Mu
AU  - Fengzhen Zhang
PY  - 2015/12
DA  - 2015/12
TI  - Underwater Target Multi-feature Fusion Recognition Technology Based on D-S Evidence Reasoning
BT  - Proceedings of the 2015 6th International Conference on Manufacturing Science and Engineering
PB  - Atlantis Press
SP  - 380
EP  - 387
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmse-15.2015.70
DO  - 10.2991/icmse-15.2015.70
ID  - Peng2015/12
ER  -