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THE IMPROVED IMM TRACKING ALGORITHM FOR HIGH-SPEED MANEUVERING TARGET
Bi X(毕欣); Wang W(王伟); Gao J(高洁); Du JS(杜劲松)
作者部门智能检测与装备研究室
会议名称IET International Radar Conference 2015
会议日期October 14-16, 2015
会议地点Hangzhou, China
会议录名称IET International Radar Conference 2015
出版者IET
出版地Stevenage, UK
2015
页码1-3
收录类别EI
EI收录号20162402497679
产权排序1
关键词High-speed Maneuvering Target Interacting Multi-model (Imm) Markov Chain Kalman Filtering
摘要This paper proposes an improved interacting multi-model (IMM) tracking algorithm based on the adaptive Markov transition probability matrix, which can be utilized in ra-dar systems for high-speed maneuvering target tracking. The Markov transition probability matrix can be adaptive adjusted according to different characteristics of target motion state and the Markov transition probability matrix can be dynamically regulated between different models. The Monte Carlo simulation is carried out by software, which shows that the tracking performance of the algo-rithm is superior to the traditional method of IMM.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/17363
专题智能检测与装备研究室
作者单位1.Shenyang Institute of Automation, Chinese Academy of Science, China
2.Key Laboratory on Radar System Research and Application Technology of Liaoning Province, China
3.University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Bi X,Wang W,Gao J,et al. THE IMPROVED IMM TRACKING ALGORITHM FOR HIGH-SPEED MANEUVERING TARGET[C]. Stevenage, UK:IET,2015:1-3.
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