Mobile Robot Navigation Using Fuzzy- Artificial Potential Field Method - Couverture souple

Ahmed, Alaa Abdulrasool; Abdalla, Turki Y.; Abed, Ali A.

 
9783659763908: Mobile Robot Navigation Using Fuzzy- Artificial Potential Field Method

Synopsis

Path planning based on artificial potential field method, particle swarm optimization algorithm and fuzzy logic controller for navigation in static and dynamic environments. Two schemes of motion controller are used. The first scheme is based on PID controller and second scheme is based on fuzzy logic controller. The PID controller parameters and parameters of membership functions have been optimized by using particle swarm optimization (PSO) algorithm.

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Présentation de l'éditeur

Path planning based on artificial potential field method, particle swarm optimization algorithm and fuzzy logic controller for navigation in static and dynamic environments. Two schemes of motion controller are used. The first scheme is based on PID controller and second scheme is based on fuzzy logic controller. The PID controller parameters and parameters of membership functions have been optimized by using particle swarm optimization (PSO) algorithm.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.