Title :
Real-time trajectory generation for omnidirectional vehicles
Author :
Kalmár-Nagy, Tamás ; Ganguly, Pritam ; Andrea, Raffaello D´
Author_Institution :
Sibley Sch. of Mech. & Aerosp. Eng., Cornell Univ., Ithaca, NY, USA
Abstract :
We discuss a method of generating near-optimal trajectories for a robot with omnidirectional drive capabilities, taking the second-order dynamics of the vehicle into account. The relaxation of optimality results in immense computational savings, critical in dynamic environments. In particular, a decoupling strategy for each of the three degrees of freedom of the vehicle is presented, along with a method for coordinating the degrees of freedom. A nearly optimal trajectory for the vehicle can typically be calculated in less than 1000 floating point operations, which makes it attractive for real-time control in dynamic and uncertain environments.
Keywords :
bang-bang control; mobile robots; optimal control; path planning; real-time systems; robot dynamics; robot kinematics; 300 FLOPS; 50000 FLOPS; computational savings; decoupling strategy; dynamic environments; near-optimal trajectories; omnidirectional drive capabilities; omnidirectional vehicles; real-time control; real-time trajectory generation; second-order dynamics; uncertain environments; Aerodynamics; Drives; Feedback; Kinematics; Mobile robots; Robotic assembly; Trajectory; Vehicle driving; Vehicle dynamics; Wheels;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1024818