Robust Quadrupedal Jumping with Impact-Aware Landing: Exploiting Parallel Elasticity

Jiatao Ding, Vassil Atanassov, Edoardo Panichi, Jens Kober, Cosimo Della Santina

Research output: Contribution to journalArticleScientificpeer-review

Abstract

Introducing parallel elasticity in the hardware design endows quadrupedal robots with the ability to perform explosive and efficient motions. However, for this kind of articulated soft quadruped, realizing dynamic jumping with robustness against system uncertainties remains a challenging problem. To achieve this, we propose an impact-aware jumping planning and control approach. Specifically, an offline kino-dynamic-type trajectory optimizer is first formulated to achieve compliant 3D jumping motions, using a novel actuated spring-loaded inverted pendulum (SLIP) model. Then, an optimization-based online landing strategy, including pre-impact leg motion modulation and post-impact landing recovery, is designed. The actuated SLIP model, with the capability of explicitly characterizing parallel elasticity, captures the jumping and landing dynamics, making the problem of motion generation/regulation more tractable. Finally, a hybrid torque control consisting of a feedback tracking loop and a feedforward compensation loop is employed for motion control. Experiments demonstrate the ability to accomplish robust 3D jumping motions with stable landing and recovery. Besides, our approach can be applied to quadrupedal robots with or without additional parallel compliance.

Original languageEnglish
Pages (from-to)3212-3231
Number of pages20
JournalIEEE Transactions on Robotics
Volume40
DOIs
Publication statusPublished - 2024

Bibliographical note

Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

  • control
  • Elasticity
  • Legged locomotion
  • Optimization
  • parallel elasticity
  • quadrupedal robot
  • Quadrupedal robots
  • Robots
  • Springs
  • Three-dimensional displays
  • Trajectory

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