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The purpose of this paper is to develop particle swarm optimizer (PSO) based controller for vehicle navigation system (VNS). This paper regards the mathematical model of car-like mobile robot as the vehicle dynamics behavior to develop the controller for VNS. VNS controls the vehicle via two actual control values, one is the degree variation of the front wheel and the other is the acceleration variation...
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