Overview Recent years have seen an increasing interest in the
development of multi-sensory robot systems. The reason for this
interest stems from a realization that there are fundamental
limitations on the reconstruction of environment descriptions using
only a single source of sensor information. If robot systems are
ever to achieve a degree of intelligence and autonomy, they must be
capable of using many different sources of sensory information in
an active and dynamic manner. The observations made by the
different sensors of a multi-sensor system are always uncertain,
usually partial, occasionally spuri9us or incorrect and often
geographically or geometrically imcomparable with other sensor
views. The sensors of these systems are characterized by the
diversity of information that they can provide and by the
complexity of their operation. It is the goal of a multi sensor
system to combine information from all these different sources into
a robust and consistent description of the environment."
General
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