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Analysis of a simple model for post-impact dynamics active compliance in humanoids falls with nonlinear optimization

Vincent Samy 1 Karim Bouyarmane 2 Abderrahmane Kheddar 3, 1
2 LARSEN - Lifelong Autonomy and interaction skills for Robots in a Sensing ENvironment
Inria Nancy - Grand Est, LORIA - AIS - Department of Complex Systems, Artificial Intelligence & Robotics
3 IDH - Interactive Digital Humans
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : We analyse a mass-spring-damper model as an active compliance steering controller to adaptively comply with post-impact dynamics in humanoid falls. We use it as a one degree of freedom virtual link that can be attached between a point at impact and a given limb point (e.g. torso or waist of the humanoid). By mapping position and torque limits of the robot joints into corresponding position and force limits in the virtual link, we formulate a nonlinear optimization problem to find its admissible stiffness and damping that prevents violating the constraints before reaching a steady state rest. The nonlinear constraints are analytically derived using symbolic computation and then numerically solved with off-the-shelf nonlinear optimization solver. The virtual model trajectories are then mapped back on the full body of the humanoid robot and illustrated on the HRP-4 robot in simulation.
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Submitted on : Thursday, February 4, 2021 - 12:25:16 PM
Last modification on : Thursday, March 18, 2021 - 7:26:04 PM
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Vincent Samy, Karim Bouyarmane, Abderrahmane Kheddar. Analysis of a simple model for post-impact dynamics active compliance in humanoids falls with nonlinear optimization. IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots (SIMPAR 2018), May 2018, Brisbane, Australia. pp.62-67, ⟨10.1109/SIMPAR.2018.8376272⟩. ⟨lirmm-03131379⟩



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