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A discrete geometric optimal control framework for systems with symmetries

  • USC
  • California Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

10 Citations (Scopus)

Abstract

This paper studies the optimal motion control of mechanical systems through a discrete geometric approach. At the core of our formulation is a discrete Lagrange-d'Alembert- Pontryagin variational principle, from which are derived discrete equations of motion that serve as constraints in our optimization framework. We apply this discrete mechanical approach to holonomic systems with symmetries and, as a result, geometric structure and motion invariants are preserved. We illustrate our method by computing optimal trajectories for a simple model of an air vehicle flying through a digital terrain elevation map, and point out some of the numerical benefits that ensue.

Original languageEnglish
Title of host publicationRobotics
Subtitle of host publicationScience and Systems III
EditorsWolfram Burgard, Oliver Brock, Cyrill Stachniss
PublisherMassachusetts Institute of Technology
Pages161-168
Number of pages8
ISBN (Print)9780262524841
DOIs
Publication statusPublished - 1 Jan 2008
Externally publishedYes
Event3rd International Conference on Robotics Science and Systems, RSS 2007 - Atlanta, United States
Duration: 27 Jun 200730 Jun 2007

Publication series

NameRobotics: Science and Systems
Volume3
ISSN (Print)2330-7668

Conference

Conference3rd International Conference on Robotics Science and Systems, RSS 2007
Country/TerritoryUnited States
CityAtlanta
Period27/06/0730/06/07

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