DocumentCode
3424989
Title
Optimal control of driftless nilpotent systems: some new results
Author
Agrawal, S.K. ; Bhattacharya, Shourov
Author_Institution
Dept. of Mech. Eng., Delaware Univ., Newark, DE, USA
Volume
1
fYear
1999
fDate
1999
Firstpage
356
Abstract
This paper derives two new results on optimization of nilpotent systems without drift. These results are based on the observation that nilpotent systems can be transformed into polynomial systems using product of exponential representation. Hence, the nilpotent system is first extended to become fully actuated using Lie brackets of the system vector fields with additional inputs which are fictitious. Using the product of exponential representation, this extended system is transformed to a canonical form in Phillip Hall coordinates and is well known to have a polynomial structure. The new results exploit the structure of the governing equations in Phillip Hall coordinates. These results are: 1) in the absence of inequality constraints, a quadratic cost functional in the inputs can be guaranteed to be minimized by solving a sequence of quasi-linearized problems; and 2) in the presence of state and control constraints, the optimal solution of Mayer´s cost always lies on a constraint arc
Keywords
Lie algebras; matrix algebra; nonlinear systems; optimal control; optimisation; path planning; Lie brackets; Phillip Hall coordinates; driftless nilpotent systems; inequality constraints; optimal control; optimization; path planning; polynomial structure; polynomial systems; quadratic cost functional; Control systems; Cost function; Laboratories; Mechanical engineering; Mechanical systems; Mobile robots; Optimal control; Orbital robotics; Polynomials; Robot kinematics;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 1999. IROS '99. Proceedings. 1999 IEEE/RSJ International Conference on
Conference_Location
Kyongju
Print_ISBN
0-7803-5184-3
Type
conf
DOI
10.1109/IROS.1999.813029
Filename
813029
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