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A block processing method for on-line multisensor registration with its application to airport surface data fusion

机译:在线多传感器配准的块处理方法及其在机场地面数据融合中的应用

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摘要

A block processing methodology to estimate and cancel on-line the systematic sensor errors is proposed. The bias estimators obtained from sequential consecutive blocks can achieve an accuracy equivalent to that reachable with an extended Kalman filter, but updated a smaller fraction of times. The algorithm performance is illustrated in an airport scenario, fusing data from cooperative and non-cooperative sensors.
机译:提出了一种用于在线估计和消除系统传感器误差的块处理方法。从连续的连续块中获得的偏差估算器可以达到与扩展卡尔曼滤波器可达到的精度相当的精度,但是更新的时间要少得多。在机场场景中说明了算法的性能,融合了来自合作和非合作传感器的数据。

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