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A Fast Integrated Gait,Footstep,and Motion Planning Framework for Wheeled-legged Robots

摘要Biological systems such as mountain goats and felines exhibit remarkable agility and adaptability when traversing com-plex terrains.Inspired by these capabilities,quadruped robots have been developed to mimic legged locomotion and improve mobility over uneven environments.To further enhance locomotion efficiency and terrain versatility,wheeled-legged robots integrate wheels and legs into a hybrid platform,enabling both high-speed traversal and robust ground contact in unstructured terrain.However,planning coordinated locomotion across diverse terrains remains challenging due to the nonlinear dynamics,complex terrain contact constraints,and multimodal locomotion capabilities.In this paper,we propose a real-time,integrated planning framework that jointly optimizes gait scheduling,footstep placement,and whole-body motion trajectories.Our method adopts a two-stage approach.First,a sampling-based planner generates candidate gait sequences and nominal footstep targets based on terrain features and kinematic feasibility.Second,a constrained trajectory optimizer reformulates the planning problem as a Quadratic Programming(QP)task to compute dynamically feasible base trajectories and corresponding ground reaction forces.This hybrid formulation balances planning efficiency and physical realism.The planned trajectories and contact forces are tracked using a hierarchical control architecture combining Model Predictive Control(MPC)and Whole-Body Control(WBC),enabling fast and stable execution on real hardware.Simulation and real-world experiments demonstrate that our approach enables adaptive gait transitions and improves terrain adaptability compared to traditional planners.

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作者 Renjie Li [1] Wei Dong [1] Jiarui Sun [1] Wenhao Li [1] Hui Dong [1] Yongzhuo Gao [1] Qijun Wu [2] Yi Long [3] 学术成果认领
作者单位 State Key Laboratory of Robotics and Systems,Harbin Institute of Technology,Harbin 150001,China [1] Zhiyuan Research Institute,Hangzhou 310013,China [2] Foshan Graduate School of Innovation,Northeastern University,Foshan 528000,China [3]
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DOI 10.1007/s42235-025-00830-5
发布时间 2026-04-30(万方平台首次上网日期,不代表论文的发表时间)
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仿生工程学报(英文版)

仿生工程学报(英文版)

2026年23卷2期

607-621页

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