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This paper concerns the sensor data fusion method in mobile robot localization. Sensor data fusion methods using particle filter have been a major technique to estimate robots's state from noisy sensor observation. Generally, the sensors assumed to be in the nominal state of work. In realistic contexts, however, sensor characteristics may change online depending on sensor functioning conditions, and...
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