International Journal of Education and Management Engineering(IJEME)
ISSN: 2305-3623 (Print), ISSN: 2305-8463 (Online)
Published By: MECS Press
IJEME Vol.1, No.1, Jul. 2011
Study on Extenics Information Fusion Method
Full Text (PDF, 284KB), PP.12-19
This paper makes analysis on theories of D-S evidential reasoning, rough sets and extenics sets, the three of which hold similarities in defining uncertainty sets. It’s feasible to introduce relevant theories and methods of extenics into information fusion and a method of extenics fusion (MEF) is presented as well. The method combines extenic correlation function with Dempster method and is considered to be a good solution in solving evidence collision and BPA function in information fusion method basing on D-S evidential reasoning. With the difference of transfer functions, the paper designs a method of extenics fusion. The simulation test results show that MEF is better than the traditional D-S evidential reasoning and is applicable to all kinds of evaluation problems.
Cite This Paper
Li Zhong,Wang Ailing,Qi Furong,"Study on Extenics Information Fusion Method", IJEME, vol.1, no.1, pp.12-19, 2011.
 Wu Xiaoping, Ye Qing, Liu Lingyan. “Dempster -Shafer Theory of Evidence Based on Improved BP and Its Application”. Journal of Wuhan University of Technology. vol. 29, PP. 158-161, May 2007.(in Chinese)
 Zhong Lu-hong, Wu Wen, Li Xingguo,et al. “Research on Fuzzy Infomation Fusion of Multi-sensor Detecting Systems”. Journa l of Detection & Control. vol.2, PP. 42-45, February 2003. (in Chinese)
 Salzenstein F, Boudraa A O. “Unsupervised multisensor data fusion approach[C], International Symposium on Signal Processing and its Applications”, Kuala Lumpur, Malaysia, pp.152-154. August 2001.
 Zhang Qi, Gu Weikang Liu Jilin. “Vision Informayion Fusion Based on Dempster-Shafer Evidence Inference Theory in ALV”. Chinese J Computers. vol. 22. pp. 193-198. February 1999 (in Chinese)
 Sun Quan, Ye Xiuqing, Gu Weikang. “A New Combination Rule s of Evidence Theory”. ACTA ELECTRONICA SINICA. Vol. 28. pp. 117-120. August 2000
 Cai Wen, Yang Chunyan, Lin Weichu. “Extenics Engeering Methods”. Bei Jing:Science Press. 2000. (in Chinese)
 Lawrence A. Klein. “Theory on Fuzzy Information Fusion of Multi- sensor and Its Application”. Bei Jing: Beijing Institute of Technology Press.2004 (in Chinese)
 Lin Z G, Xu L Z, Huang F C, et al. “Multi-Source Monitoring Data Fusion and Assessment Model on Water Environment”. Proceedings of the 3rd International Conference on Machine Learning and Cyber- netics, Shanghai, pp. 26-29. August 2004
 The People's Republic of China National Standards: Surface Water Quality Standards(GB3838-2002) (in Chinese)