Title :
A neural-network-based path generation technique for mobile robots
Author :
Sfeir, Joe ; Kanaan, Hadi Y. ; Saad, Maarouf
Author_Institution :
Campus des Sci. et Technol., St. Joseph Univ., Beirut, Lebanon
Abstract :
In this paper, we briefly review some of the most common approaches in path planning and we present a unified approach in path generation for a mobile robot. We use a memory neuron network to control a mobile robot along a trajectory while avoiding obstacles. We briefly show the robot´s features in order to introduce the neural network used to control it. Some simulation results are discussed.
Keywords :
mobile robots; neurocontrollers; path planning; memory neuron network; mobile robot; path generation technique; path planning; Costs; Heuristic algorithms; Kinematics; Mobile robots; Neurons; Orbital robotics; Path planning; Robot control; Space exploration; Wheels;
Conference_Titel :
Mechatronics, 2004. ICM '04. Proceedings of the IEEE International Conference on
Print_ISBN :
0-7803-8599-3
DOI :
10.1109/ICMECH.2004.1364433