Title :
Evaluating and Sequencing of the Air Target Threat Based on Dempster-Shafer Evidence Theory
Author :
Jiang, Wen ; Deng, Yong
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
It is well known that Dempster-Shafer (D-S) evidence theory can efficiently represent random and fuzzy information and can combine evidence without prior information, which make it used in many fields of information fusion. Based on D-S evidence theory, a new method of for multi-target threat evaluating and sequencing is presented. The concerned problems are defined and formalized using fuzzy sets and fuzzy number. Then Dempster-Shafer evidence theory is applied to combine all the issues, regarded as evidences, in order to derive a compellent result of formulti-target threat evaluating and sequencing. The proposed method change the uncertain problem of formulti-target threat evaluating and sequencing to certain one. The results coincide well with the real-time air situation, and it is very valuable for scientific decision making in air defence operation.
Keywords :
decision making; fuzzy set theory; uncertainty handling; D-S evidence theory; Dempster-Shafer evidence theory; air defence operation; air target threat; formultitarget threat; fuzzy information; fuzzy number; fuzzy set; information fusion; scientific decision making; Atmospheric modeling; Fuzzy sets; Helicopters; Interference; Missiles; Probability; Sequencing; Threat evaluating; evidence theory;
Conference_Titel :
Information Science and Engineering (ISISE), 2010 International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-428-2
DOI :
10.1109/ISISE.2010.80