Title :
Toward super-real-time simulation of robotic mechanisms using a parallel integration method
Author :
McMillan, Scott ; Orin, David E. ; Sadayappan, P.
Author_Institution :
Ohio State Univ., Columbus, OH, USA
Abstract :
The results of research performed in computational robot dynamics to achieve real-time simulation of a manipulator on a general-purpose vector/parallel computer are presented. After effective vectorization of the complex dynamics equations required in simulation, a coarse-grain parallel block predictor-corrector (BPC) method for performing the motion integration was realized on multiple processors to exploit a form of temporal parallelism. Results on a CRAY Y-MP8/864 show that effective use of vectorization and parallelization yields an order of magnitude speedup resulting in a computational rate 50 times faster than real-time for end-effector position errors on the order of a micron. This translates to real-time performance on a less powerful parallel computing system
Keywords :
Cray computers; digital simulation; industrial robots; parallel machines; CRAY Y-MP8/864; coarse-grain parallel block predictor-corrector; computational robot dynamics; end-effector position errors; manipulator; multiple processors; parallel integration method; robotic mechanisms; super-real-time simulation; temporal parallelism; vector/parallel computer; vectorization; Automatic control; Computational modeling; Computer simulation; Concurrent computing; Control systems; Equations; Manipulator dynamics; Parallel processing; Parallel robots; Predictive models; Real time systems; Robot control; Robot sensing systems; Robotics and automation; Service robots; Vehicle dynamics;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on