Optimal control on lie groups : the projection operator approach

A. Saccon, J. Hauser, A.P. Aguiar

Research output: Contribution to journalArticleAcademicpeer-review

32 Citations (Scopus)
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Abstract

Many nonlinear systems of practical interest evolve on Lie groups or on manifolds acted upon by Lie groups. Examples range from aircraft and underwater vehicles to quantum mechanical systems. In this paper, we develop an algorithm for solving continuous-time optimal control problems for systems evolving on (noncompact) Lie groups. This algorithm generalizes the projection operator approach for trajectory optimization originally developed for systems on vector spaces. Notions for generalizing system theoretic tools such as Riccati equations and linear and quadratic system approximations are developed. In this development, the covariant derivative of a map between two manifolds plays a key role in providing a chain rule for the required Lie group computations. An example optimal control problem on $SO(3)$ is provided to highlight implementation details and to demonstrate the effectiveness of the method
Original languageEnglish
Pages (from-to)2230-2245
Number of pages16
JournalIEEE Transactions on Automatic Control
Volume58
Issue number9
DOIs
Publication statusPublished - 2013

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