多传感器地面目标跟踪的联合IMM/MHT跟踪与识别

J. Lancaster, S. Blackman
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引用次数: 7

摘要

在概述了IMM/MHT跟踪器设计的基础上,讨论了多传感器地面目标跟踪问题的联合跟踪与识别方法。人们普遍认为,只有结合特征数据和行为信息才能实现对重要目标的持续跟踪。因此,将Dempster-Shafer方法应用于多传感器分类与目标行为的集成,以便在数据关联决策过程中包含目标类型的估计。可能从HRR剖面中获得的ID信息可以与传统的IMM/MHT跟踪技术相结合,以帮助跟踪-观察关联过程。诸如由于轨道切换而不可避免地丢失轨道身份以及混淆器的存在等问题必须得到解决。因此,本文讨论了在轨迹切换后,如何考虑干扰因素的影响并有效地重建轨迹身份的方法
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint IMM/MHT Tracking and Identification for Multi-Sensor Ground Target Tracking
After giving an overview of the design of the IMM/MHT tracker, this paper discusses a joint tracking and identification approach to the multi-sensor ground target tracking problem. It is widely recognized that the requirements for the continuous tracking of important targets can only be achieved by incorporating feature data and behavioral information. Consequently, a Dempster-Shafer approach has been applied in the integration of multi-sensor classification with the target behavior so that an estimate of target type may included in the data association decision process. The ID information that may be potentially derived from HRR profiles may be combined with conventional IMM/MHT tracking techniques in order to aid the track-observation association process. Issues such as the inevitable loss of track identity due to track switching as well as the presence of confusers must be addressed. Thus, the paper discusses methods to include the effect of confusers and to efficiently reestablish track identity after a track-switch
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