Research of Gas Monitoring System Based on BP Network and D-S Evidence Theory

Research of Gas Monitoring System Based on BP Network and D-S Evidence Theory

In view of problems of fuzziness and uncertainty of output signal of gas sensor used in coal mine, the paper proposed a design scheme of gas monitoring system based on BP network and D-S evidence theory. The system uses improved BP algorithm to get basic probability assignment of underground environ...

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Bibliographic Details
Main Authors: FU Hua, KANG Hai-chao, LIANG Ming-guang
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2011-08-01
Series:Gong-kuang zidonghua
Subjects:
gas monitoring, information fusion, bp network, d-s evidence theory, lmbp algorithm
Online Access:http://www.gkzdh.cn/article/id/5390

Internet

http://www.gkzdh.cn/article/id/5390

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