DocumentCode
10850
Title
Online Minimum-Energy Trajectory Planning and Control on a Straight-Line Path for Three-Wheeled Omnidirectional Mobile Robots
Author
Hongjun Kim ; Byung Kook Kim
Author_Institution
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
Volume
61
Issue
9
fYear
2014
fDate
Sept. 2014
Firstpage
4771
Lastpage
4779
Abstract
To maximize total operating time, an online minimum-energy translational and rotational velocity trajectory planning and control system is presented on a straight-line path for three-wheeled omnidirectional mobile robots (TOMRs). We suggest an efficient online trajectory planning algorithm, which minimizes a practical cost function as the energy that is drawn from batteries to motors, which is based on an accurate TOMR dynamic model that includes both the Coriolis force and the actuator motor dynamics. Using Pontryagin´s minimum principle, we find the minimum-energy rotational velocity trajectory in analytic form. Then, the minimum-energy translational velocity trajectory is found using a novel algorithm that has a time complexity of O(n), which is based on a linearity condition on the state transition of TOMRs. Moreover, a trajectory control system is implemented using the resolved-acceleration control to validate the actual performance. Simulation and experiment results show that these minimum-energy trajectories can save energy up to 4.76% compared with the energy-efficient trapezoidal velocity profile and up to 5.29% compared with the loss-minimization control.
Keywords
acceleration control; actuators; computational complexity; minimum principle; mobile robots; robot dynamics; trajectory control; Coriolis force; Pontryagin minimum principle; TOMR dynamic model; actuator motor dynamics; analytic form; energy-efficient trapezoidal velocity profile; loss-minimization control; online minimum-energy translational trajectory planning; resolved-acceleration control; rotational velocity trajectory planning; straight-line path; three-wheeled omnidirectional mobile robots; time complexity; trajectory control system; Actuators; Cost function; Mobile robots; Planning; Robot kinematics; Trajectory; DC motors; minimum-energy control; omnidirectional mobile robots; optimal control;
fLanguage
English
Journal_Title
Industrial Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0278-0046
Type
jour
DOI
10.1109/TIE.2013.2293706
Filename
6678665
Link To Document