DocumentCode
436943
Title
Research of artificial neural network intelligent recognition technology assisted by Dempster-Shafer evidence combination theory
Author
Dongcai, Qu ; Xiangwei, Meng ; Juan, Huang ; You, He
Author_Institution
Dept. of Autom. Control, Naval Aeronaut. Eng. Inst., Shandong, China
Volume
1
fYear
2004
fDate
31 Aug.-4 Sept. 2004
Firstpage
46
Abstract
The D-S evidence combination theory is another important uncertainty inference method different from information processing by neural network, which is applied widely in intelligent information processing, and highly practical in engineering. On concisely introducing the Dempster-Shafer evidence combination theory frame, this article researches into the neural network intelligent recognition technology assisted by Dempster-Shafter evidence combination theory, sets forth the intelligent recognition tactics, presents the method and procedure of multi-sensor data fusion intelligent recognition on account of the calculating case, and puts forward some questions to be inquired.
Keywords
artificial intelligence; inference mechanisms; neural nets; pattern recognition; sensor fusion; uncertainty handling; Dempster-Shafer evidence combination theory; artificial neural network intelligent recognition technology; intelligent information processing; multisensor data fusion; uncertainty inference method; Artificial intelligence; Artificial neural networks; Information processing; Intelligent networks; Intelligent sensors; Neural networks; Pattern recognition; Sensor fusion; Target recognition; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN
0-7803-8406-7
Type
conf
DOI
10.1109/ICOSP.2004.1452577
Filename
1452577
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