DocumentCode :
2602563
Title :
A unifying methodology for the control of robotic systems
Author :
Peters, Jan ; Mistry, Michael ; Udwadia, Firdaus ; Cory, Rick ; Nakanishi, Jun ; Schaa, S.
Author_Institution :
Southern California Univ., Los Angeles, CA, USA
fYear :
2005
fDate :
2-6 Aug. 2005
Firstpage :
1824
Lastpage :
1831
Abstract :
Recently, R. E. Udwadia (2003) suggested to derive tracking controllers for mechanical systems using a generalization of Gauss´ principle of least constraint. This method allows us to reformulate control problems as a special class of optimal control. We take this line of reasoning one step further and demonstrate that well-known and also several novel nonlinear robot control laws can be derived from this generic methodology. We show experimental verifications on a Sarcos Master Arm robot for some of the derived controllers. We believe that the suggested approach offers a promising unification and simplification of nonlinear control law design for robots obeying rigid body dynamics equations, both with or without external constraints, with over-actuation or underactuation, as well as open-chain and closed-chain kinematics.
Keywords :
control system synthesis; nonlinear control systems; optimal control; robots; Gauss principle; Sarcos master arm robot; closed-chain kinematics; mechanical system; nonlinear control law design; nonlinear robot control law; open-chain kinematics; optimal control; rigid body dynamics equation; robotic system control; tracking controller; Control systems; Cost function; Force control; Gaussian processes; Mechanical systems; Optimal control; Orbital robotics; Robot control; Robot sensing systems; Stability; Non-linear control; robot control; tracking control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
Type :
conf
DOI :
10.1109/IROS.2005.1545516
Filename :
1545516
Link To Document :
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