Whole-Body Control With Terrain Estimation of A 6-DoF Wheeled Bipedal Robot
By: Cong Wen , Yunfei Li , Kexin Liu and more
Potential Business Impact:
Robot walks over bumpy ground, even with wheels.
Wheeled bipedal robots have garnered increasing attention in exploration and inspection. However, most research simplifies calculations by ignoring leg dynamics, thereby restricting the robot's full motion potential. Additionally, robots face challenges when traversing uneven terrain. To address the aforementioned issue, we develop a complete dynamics model and design a whole-body control framework with terrain estimation for a novel 6 degrees of freedom wheeled bipedal robot. This model incorporates the closed-loop dynamics of the robot and a ground contact model based on the estimated ground normal vector. We use a LiDAR inertial odometry framework and improved Principal Component Analysis for terrain estimation. Task controllers, including PD control law and LQR, are employed for pose control and centroidal dynamics-based balance control, respectively. Furthermore, a hierarchical optimization approach is used to solve the whole-body control problem. We validate the performance of the terrain estimation algorithm and demonstrate the algorithm's robustness and ability to traverse uneven terrain through both simulation and real-world experiments.
Similar Papers
Head Stabilization for Wheeled Bipedal Robots via Force-Estimation-Based Admittance Control
Robotics
Keeps robot heads steady on bumpy ground.
Learning a Vision-Based Footstep Planner for Hierarchical Walking Control
Robotics
Robots walk better on bumpy ground using sight.
An adaptive hierarchical control framework for quadrupedal robots in planetary exploration
Robotics
Lets robots walk on any planet surface.