Title :
Energy-efficient motion planning for mobile robots
Author :
Mei, Yongguo ; Lu, Yung-Hsiang ; Hu, Y. Charlie ; Lee, C. S George
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
26 April-1 May 2004
Abstract :
This paper presents a new approach to find energy-efficient motion plans for mobile robots. Motion planning has two goals: finding the routes and determining the velocities. We model the relationship of motors´ speed and their power consumption with polynomials. The velocity of the robot is related to its wheels´ velocities by performing a linear transformation. We compare the energy consumption of different routes at different velocities and consider the energy consumed for acceleration and turns. We use experiment-validated simulation to demonstrate up to 51% energy savings for searching an open area.
Keywords :
energy conservation; mobile robots; path planning; velocity control; energy consumption; energy efficient motion planning; linear transformation; mobile robot; wheel velocity; Acceleration; Communication system control; DC motors; Energy conservation; Energy consumption; Energy efficiency; Mobile robots; Motion planning; Orbital robotics; Velocity control;
Conference_Titel :
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8232-3
DOI :
10.1109/ROBOT.2004.1302401