Training a fuzzy controller to back up an autonomous vehicle
CC Jou, NC Wang - [1993] Proceedings IEEE International …, 1993 - ieeexplore.ieee.org
CC Jou, NC Wang
[1993] Proceedings IEEE International Conference on Robotics and …, 1993•ieeexplore.ieee.orgA design method for a fuzzy controller based on emulating an existing controller is
presented. In this method, the human operator is not required to provide a set of explicit
linguistic fuzzy control rules. Training information can be obtained by observing the input-
output behavior of the human operator, where the target controller output for a given input is
the control action of the human operator for that input. Thus the fuzzy controller learns to
copy the control strategies of the human operator. Simulations show that a fuzzy controller …
presented. In this method, the human operator is not required to provide a set of explicit
linguistic fuzzy control rules. Training information can be obtained by observing the input-
output behavior of the human operator, where the target controller output for a given input is
the control action of the human operator for that input. Thus the fuzzy controller learns to
copy the control strategies of the human operator. Simulations show that a fuzzy controller …
A design method for a fuzzy controller based on emulating an existing controller is presented. In this method, the human operator is not required to provide a set of explicit linguistic fuzzy control rules. Training information can be obtained by observing the input-output behavior of the human operator, where the target controller output for a given input is the control action of the human operator for that input. Thus the fuzzy controller learns to copy the control strategies of the human operator. Simulations show that a fuzzy controller can be trained to steer an autonomous vehicle while backing up to a loading dock. The technique presented should be applicable to a wide variety of nonlinear control problems.< >
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