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Alternative TitleA track-before-detect algorithm based on dynamic programming for maneuvering target detection
高洁; 杜劲松; 张清石; 李鹏
Source Publication电子技术应用
Volume44Issue:3Pages:64-67, 71
Contribution Rank1
Funding Organization国家重点研发计划(2016YFB0101101)
Keyword检测前跟踪 动态规划 交互式多模型算法 近程毫米波雷达
Other AbstractDue to traditional dynamic programming approach is only suitable for constant velocity motion target or slow maneuvering target,an algorithm using interacting multiple model(IMM) filter incorporated with track-before-detect approach is proposed for maneuvering target detection and tracking. The algorithm is applied to short-range millimeter radar detection. According to the actual movement characteristics of target, constant acceleration motion model, constant turn motion model and constant velocity motion model are established. The transition and prediction between the motion models are also taken into account based on dynamic programming algorithm, so as to avoid the problem of poor tracking effect caused by model mismatch. Simulation results show that compared with the traditional detection algorithm, the proposed algorithm can detect and track maneuvering targets more effectively, which is beneficial to engineering applications.
Document Type期刊论文
Corresponding Author高洁
Recommended Citation
GB/T 7714
高洁,杜劲松,张清石,等. 一种基于动态规划的机动目标检测前跟踪方法[J]. 电子技术应用,2018,44(3):64-67, 71.
APA 高洁,杜劲松,张清石,&李鹏.(2018).一种基于动态规划的机动目标检测前跟踪方法.电子技术应用,44(3),64-67, 71.
MLA 高洁,et al."一种基于动态规划的机动目标检测前跟踪方法".电子技术应用 44.3(2018):64-67, 71.
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