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Whole-body disturbance rejection control for quadruped robots based on variable bandwidth nonlinear extended state observer

  • Beijing Institute of Technology
  • Shandong University
  • China North Artificial Intelligence & Innovation Research Institute
  • Collective Intelligence & Collaboration Laboratory
  • Ltd.

Research output: Contribution to journalArticlepeer-review

Abstract

This paper proposes a novel whole-body disturbance rejection control framework for quadruped robots to enhance robustness against model uncertainty and external disturbances. Firstly, a variable-bandwidth nonlinear extended state observer (VBNESO) is designed to estimate the lumped disturbances acting on the system. Subsequently, optimal contact forces are computed based on the estimation results to counteract the disturbances, and footholds are adjusted adaptively to improve gait stability. Finally, a disturbance-aware whole-body controller is developed to generate joint torque commands that achieve desired task-space trajectories and contact forces while respecting both kinematic and dynamic constraints. The proposed approach is validated through simulations in Gazebo and real-world disturbance rejection experiments on the Go2 quadruped robot.

Original languageEnglish
Article number107167
JournalControl Engineering Practice
Volume176
DOIs
Publication statusPublished - Nov 2026
Externally publishedYes

Keywords

  • Disturbance rejection
  • Foothold planning
  • Quadruped robot
  • Variable bandwidth extended state observer
  • Whole-body control

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