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A unifying framework for robot control with redundant DOFs

Jan Peters, Michael Mistry, Firdaus E. Udwadia, Jun Nakanishi, Stefan Schaal

Year
2007
Citations
139
Access
Open access

Abstract

Recently, Udwadia (Proc. R. Soc. Lond. A 2003:1783–1800, 2003) suggested to derive tracking controllers for mechanical systems with redundant degrees-of-freedom (DOFs) using a generalization of Gauss’ principle of least constraint. This method allows reformulating control problems as a special class of optimal controllers. In this paper, we take this line of reasoning one step further and demonstrate that several well-known and also 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. 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

Computer scienceUnderactuationRobotNonlinear systemControl theory (sociology)Constraint (computer-aided design)KinematicsDegrees of freedom (physics and chemistry)GeneralizationNonlinear control

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