TY - GEN
T1 - A Novel Conflicting Evidence Discounting Method Based on TOPSIS Decision-Making
AU - Geng, Yixuan
AU - Wang, Shaoping
AU - Wang, Xingjian
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/8
Y1 - 2018/8
N2 - Following the idea of TOPSIS method, which is ordering evaluation targets in terms of similarities among them and the ideal solution, a new method to determine the discounting factors for evidences is proposed in this paper. New method combines the main ideas of Interval Arithmetic(AI), belief functions and discounting D-S method, extending the applicability of TOPSIS method to fuse highly conflicting evidences. Two numerical cases in target recognition are given to illustrate the effectiveness of new method. The results show that the evidences can be fused effectively and correctly.
AB - Following the idea of TOPSIS method, which is ordering evaluation targets in terms of similarities among them and the ideal solution, a new method to determine the discounting factors for evidences is proposed in this paper. New method combines the main ideas of Interval Arithmetic(AI), belief functions and discounting D-S method, extending the applicability of TOPSIS method to fuse highly conflicting evidences. Two numerical cases in target recognition are given to illustrate the effectiveness of new method. The results show that the evidences can be fused effectively and correctly.
KW - Conflicting Evidence
KW - Discounting D-S Theory
KW - TOPSIS
KW - Zone Distance
UR - https://www.scopus.com/pages/publications/85082457562
U2 - 10.1109/GNCC42960.2018.9019019
DO - 10.1109/GNCC42960.2018.9019019
M3 - 会议稿件
AN - SCOPUS:85082457562
T3 - 2018 IEEE CSAA Guidance, Navigation and Control Conference, CGNCC 2018
BT - 2018 IEEE CSAA Guidance, Navigation and Control Conference, CGNCC 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE CSAA Guidance, Navigation and Control Conference, CGNCC 2018
Y2 - 10 August 2018 through 12 August 2018
ER -