The application research of Coal seam CO source identification based on the D-S evidence conflict

DOI

10.2991/icsem.2013.69How to use a DOI?

Keywords

Dempster-Shafter fusion, K-L information distance, conflict identification

Abstract

In the paper, we introduce the distance function of K-L information to replace the conflict coefficient in order to solve the constraint problem of D-S evidence theory in information fusion and achieve the feature recognition aggreation of Multi-source information under the conflict condition. Simulating results show that: the effective conflict identification of K-L information distance can complete the application constraint of D-S theory’s synthetic rule, obtaining the optimized convergence results for synthesis of normal conflicting evidences, isolating the highly conflicting evidence.

Copyright

© 2013, 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  - Feng Nan
AU  - Yang Li
PY  - 2013/04
DA  - 2013/04
TI  - The application research of Coal seam CO source identification based on the D-S evidence conflict
BT  - Proceedings of the 2nd International Conference On Systems Engineering and Modeling (ICSEM 2013)
PB  - Atlantis Press
SP  - 371
EP  - 375
SN  - 1951-6851
UR  - https://doi.org/10.2991/icsem.2013.69
DO  - 10.2991/icsem.2013.69
ID  - Nan2013/04
ER  -