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Prototype system for multi-sensor tracking with sensor bias correction

机译:用于具有传感器偏差校正的多传感器跟踪的原型系统

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Fusion tracking using data from multiple, distributed sensors will only be successful if the bias associated with each platform can be estiamted and removed brfore data fusion is attempted. In amny cases, the sensors cannot be reliably calibrated in advance and it is necessary to rely upon targets of poortunity. bias estimation must then become part of an integrated data fusion system. This paper demonstrates the feasibility ofsuch system, using TOTS to provide the multi-model, multi-sensor tracking capability, with additional functionality to support the bias estiamtion and correction based on whatever common targets are observed. Such a prototype system is shown to be effecitve, and is valuable in highlighing the main issues that must be addressed before a fully system can be fielded.
机译:只有在尝试进行数据融合之前,才能估计和消除与每个平台相关的偏差,才能使用来自多个分布式传感器的数据进行融合跟踪。在很多情况下,传感器无法预先可靠地校准,因此有必要依靠不良目标。然后,偏差估计必须成为集成数据融合系统的一部分。本文演示了这种系统的可行性,使用TOTS提供多模型,多传感器跟踪功能,并具有附加功能以支持基于观察到的任何共同目标的偏差估计和校正。这样的原型系统被证明是有效的,并且对于阐明在部署完整系统之前必须解决的主要问题非常有价值。

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