Title :
Improved DSMT and its application in radar type recognition
Author :
Jin-jiang, Yan ; Yong, Wang ; Xian-Yu, Wang
Author_Institution :
Bus. Sch., Sichuan Univ., Chengdu, China
Abstract :
The identification of radar types has been an important part of electronic warfare. It is also a promise of high level situation assessment and threat assessment. A model for radar radiating-source recognizing system is proposed. Aiming at the increase of computational cost along with the rise of focal element of traditional DSmT, a fast mass function convergence algorithm based on DSmT is established. Combined with the complexity of modern warfare, the algorithm is used in radar radiating-source recognizing of C4ISR System. The simulation results indicate that the method we proposed can deal well with the fusion of high conflicting data.
Keywords :
electronic warfare; radar detection; C4ISR system; DSMT; electronic warfare; fast mass function convergence algorithm; focal element; high level situation assessment; modern warfare; radar radiating-source recognizing system; radar type recognition; threat assessment; Cognition; Convergence; Databases; Electronic warfare; Radar equipment; Spaceborne radar; D-S theory; Information fusion; Radar type recognition;
Conference_Titel :
Business Management and Electronic Information (BMEI), 2011 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-61284-108-3
DOI :
10.1109/ICBMEI.2011.5920952