Environment Exploration Using \ Just - in - Time " SensorFusionIoannis

This paper describes an approach to combining range data from both a set of sonar sensors as well as from a directional laser range nder to eeciently take advantage of the characteristics of both types of devices when exploring and mapping unknown worlds. We call our approach \just in time sensing" because it uses the more accurate but constrained laser range sensor only as needed, based upon a preliminary interpretation of sonar data. In this respect, it resembles \just in time" inventory control which attempts to judiciously obtain materials for industrial manufacturing only when and as needed. Experiments with a mobile robot equipped with sonar and a laser rangeender demonstrate that by judiciously using the more accurate but more complex laser rangeender to deal with the well-known ambiguity which arises in sonar data, we are able to obtain a much better map of an interior space at little additional cost (in terms of time and computational expense). 1