Switching fuzzy tracking control for mobile robots under curvature constraints

Control Engineering Practice(2011)

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摘要
In this paper a switching fuzzy logic controller for mobile robots with a bounded curvature constraint is presented. The controller tracks piece-wise linear paths, which are an approximation of the feasible smooth reference path. The controller is constructed through the use of a map, which transforms the problem to a simpler one; namely the tracking of straight lines. This allows the use of an existing fuzzy tracker deployed in a previous work, and its simplification leading to a 70% rule reduction. Simulation results and a comparison analysis with existing trackers are also presented along with some stability considerations on the impulsive error dynamics which emerge.
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关键词
Path tracking,Non-holonomic mobile robots,Strip-wise affine map,Switching control,Fuzzy logic,Impulsive systems
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