Identification of the D-S evidence conflict based on multi-source information
NAN Feng, LI Yang
Available Online March 2013.
- https://doi.org/10.2991/iccsee.2013.679How to use a DOI?
- Dempster-Shafter fusion, information distance, conflict characteristics, identification
- TO solve the applying constraints problem of D-S evidence conflict in multi-information fusion and achieve the systematic identification of evidence conflict we introduce the K-L information on the distance function to describe the characteristics of the conflict between the evidence in the paper, construct the distance matrix defined the level of conflict of independent evidence in the whole system. 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.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - NAN Feng AU - LI Yang PY - 2013/03 DA - 2013/03 TI - Identification of the D-S evidence conflict based on multi-source information BT - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering PB - Atlantis Press SP - 2725 EP - 2728 SN - 1951-6851 UR - https://doi.org/10.2991/iccsee.2013.679 DO - https://doi.org/10.2991/iccsee.2013.679 ID - Feng2013/03 ER -