基于交叉熵的传感器管理

Proceedings of the 20th IEEE Instrumentation Technology Conference (Cat. No.03CH37412) Pub Date : 2003-05-20 DOI:10.1109/IMTC.2003.1208011

Lu Di, Zeng Yi, Yao Yu

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引用次数: 4

摘要

多传感器系统已广泛应用于各种民用和军事应用。而传感器管理是多传感器系统的重要组成部分之一，许多传感器管理技术已经被提出并应用。本文描述了一种基于交叉熵的传感器有效性度量在多传感器多目标跟踪应用中的传感器分配方法。计算了每次扫描时传感器目标配对的期望交叉熵。在此基础上，计算并应用了传感器对目标的约束全局最优分配。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Sensor management based on cross-entropy

Multisensor systems have been widely used in a variety of civilian and military applications. While sensor management is one of the most important parts of multisensor system, many techniques of sensor management have been proposed and applied. This paper describes a method using cross-entropy-based sensor effectiveness metric for sensor assignment in multisensor multitarget tracking applications. The expected cross-entropy is computed for the sensor target pairing on each scan. Then the constrained globally optimum assignment of sensors to target is calculated and applied.

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来源期刊

Proceedings of the 20th IEEE Instrumentation Technology Conference (Cat. No.03CH37412)

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