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Directed Sonar Sensing for Mobile Robot Navigation (Paperback, Softcover reprint of the original 1st ed. 1992)
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Directed Sonar Sensing for Mobile Robot Navigation (Paperback, Softcover reprint of the original 1st ed. 1992)
Series: The Springer International Series in Engineering and Computer Science, 175
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This monograph is a revised version of the D.Phil. thesis of the
first author, submitted in October 1990 to the University of
Oxford. This work investigates the problem of mobile robot
navigation using sonar. We view model-based navigation as a process
of tracking naturally occurring environment features, which we
refer to as "targets". Targets that have been predicted from the
environment map are tracked to provide that are observed, but not
predicted, vehicle position estimates. Targets represent unknown
environment features or obstacles, and cause new tracks to be
initiated, classified, and ultimately integrated into the map.
Chapter 1 presents a brief definition of the problem and a
discussion of the basic research issues involved. No attempt is
made to survey ex haustively the mobile robot navigation
literature-the reader is strongly encouraged to consult other
sources. The recent collection edited by Cox and Wilfong [34] is an
excellent starting point, as it contains many of the standard works
of the field. Also, we assume familiarity with the Kalman filter.
There are many well-known texts on the subject; our notation
derives from Bar-Shalom and Fortmann [7]. Chapter 2 provides a
detailed sonar sensor model. A good sensor model of our approach to
navigation, and is used both for is a crucial component predicting
expected observations and classifying unexpected observations.
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