articleThe International Journal of Robotics ResearchOct 21, 2013GREEN OA

A direct method for trajectory optimization of rigid bodies through contact

Massachusetts Institute of Technology

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Abstract

Direct methods for trajectory optimization are widely used for planning locally optimal trajectories of robotic systems. Many critical tasks, such as locomotion and manipulation, often involve impacting the ground or objects in the environment. Most state-of-the-art techniques treat the discontinuous dynamics that result from impacts as discrete modes and restrict the search for a complete path to a specified sequence through these modes. Here we present a novel method for trajectory planning of rigid-body systems that contact their environment through inelastic impacts and Coulomb friction. This method eliminates the requirement for a priori mode ordering. Motivated by the formulation of multi-contact…

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607
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Authors

3

Topics & keywords

Keywords
  • Leverage (statistics)
  • Quadratic programming
  • Linear complementarity problem
  • Sequential quadratic programming
  • A priori and a posteriori
  • Complementarity (molecular biology)
  • Computer science
  • Trajectory
UN Sustainable Development Goals
  • Sustainable cities and communities
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