Abstract:The combination of imperfect evidence contributed by different sensors is a basic problem for sensor fusion in autonomous mobile robots. Current implementations of sensor fusion systems are restricted to fusing only certain classes of evidence because of the lack of a general framework for the combination of evidence.Our approach to this problem is to first develop a model of the sensor fusion without committing to a particular theory of evidence, then formulate a combination of evidence framework based on the… Show more
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