This monograph discusses issues related to estimation, control,
and motion planning for mobile robots operating in rough terrain,
with particular attention to planetary exploration rovers. Rough
terrain robotics is becoming increasingly important in space
exploration, and industrial applications. However, most current
motion planning and control algorithms are not well suited to rough
terrain mobility, since they do not consider the physical
characteristics of the rover and its environment. Specific
addressed topics are: wheel terrain interaction modeling, including
terrain parameter estimation and wheel terrain contact angle
estimation; rough terrain motion planning; articulated suspension
control; and traction control. Simulation and experimental results
are presented that show that the desribed algorithms lead to
improved mobility for robotic systems in rough terrain.
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