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Data association in passive acoustic tracking

机译:被动声学跟踪中的数据关联

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Abstract: Multitarget, multisensor passive sonar tracing has many similarities to the radar problem. In particular, data association issues are critical to overall system performance when tracking barely detectable acoustic sources in a very cluttered ambient background. The purpose of this paper is to provide an overview of some of the crucial data management issues in passive acoustic tracking for those who are familiar with radar tracking. The problem of associating multiple detections in time to form input sequences to nonlinear target trackers is discussed. The problem of associating these input sequences, or contacts, with particular sources and then assigning the contacts to localization and tracking resources will also be described.!11
机译:摘要:多目标,多传感器无源声纳跟踪与雷达问题有很多相似之处。特别是,在非常杂乱的环境背景下跟踪几乎无法检测到的声源时,数据关联问题对于整个系统的性能至关重要。本文的目的是为熟悉雷达跟踪的人们提供有关被动声学跟踪中一些关键数据管理问题的概述。讨论了将多个检测及时关联以形成非线性目标跟踪器的输入序列的问题。还将描述将这些输入序列或联系人与特定来源相关联,然后将联系人分配给本地化和跟踪资源的问题。11

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