多传感器-多目标跟踪试验台

D. Akselrod, R. Tharmarasa, T. Kirubarajan, Z. Ding, T. Ponsford
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引用次数: 5

摘要

本文提出了一种适用于大规模分布式场景的多传感器多目标跟踪试验台。目标是开发一个能够在分层结构中处理多个异构传感器的测试平台,用于海上监视。该测试平台包括一个场景生成器,可以从多个传感器(包括雷达、声纳、红外和ESM)生成模拟数据,以及一个跟踪框架,其中可以集成不同的跟踪算法。在项目的当前阶段,在分布式架构中实现了IMM/Assignment跟踪器和Particle Filter (PF)跟踪器,并获得了一些初步的结果。其他跟踪器,如多重假设跟踪器(MHT)也计划在未来使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multisensor-multitarget tracking testbed
In this paper we present a multisensor-multitarget tracking testbed for large-scale distributed scenarios. The objective is to develop a testbed capable of handling multiple, heterogeneous sensors in a hierarchical architecture for maritime surveillance. The testbed consists of a scenario generator that can generate simulated data from multiple sensors including radar, sonar, IR and ESM as well as a tracker framework into which different tracking algorithms can be integrated. In the current stage of the project, the IMM/Assignment tracker, and the Particle Filter (PF) tracker are implemented in a distributed architecture and some preliminary results are obtained. Other trackers like the Multiple Hypothesis Tracker (MHT) are also planned for the future.
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