A New Preprocessing Method on Evidence Weight of Dempster Fusion Rule

DOI

10.2991/fmsmt-17.2017.240How to use a DOI?

Keywords

D-S evidence theory, Fusion rule, Belief mass, Evidence weight, Reassignment

Abstract

In allusion to the three problems of conventional D-S (Dempster-Shafer) evidence theory, this paper proposes an improved Dempster fusion rule based on weight preprocessing. By comparing the fusion results with conventional method and other improved methods, we conclude that the method in this paper is more superior in dealing with uncertainty, and more reasonable in processing the evidence weight.

Copyright

© 2017, 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  - Yingchun Li
AU  - Wei Xiong
AU  - Desheng Liu
AU  - JianBo Cheng
PY  - 2017/04
DA  - 2017/04
TI  - A New Preprocessing Method on Evidence Weight of Dempster Fusion Rule
BT  - Proceedings of the 2017 5th International Conference on Frontiers of Manufacturing Science and Measuring Technology (FMSMT 2017)
PB  - Atlantis Press
SP  - 1226
EP  - 1230
SN  - 2352-5401
UR  - https://doi.org/10.2991/fmsmt-17.2017.240
DO  - 10.2991/fmsmt-17.2017.240
ID  - Li2017/04
ER  -