This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Open AccessArticle
Design and Control of a Wheeled Bipedal Robot Based on Hybrid Linear Quadratic Regulator and Proportional-Derivative Control
by
Yu Xu
Yu Xu
,
Zhaoqiang Wang
Zhaoqiang Wang * and
Chenhui Lu
Chenhui Lu
School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai 201620, China
*
Author to whom correspondence should be addressed.
Sensors 2025, 25(17), 5398; https://doi.org/10.3390/s25175398 (registering DOI)
Submission received: 17 May 2025
/
Revised: 18 August 2025
/
Accepted: 26 August 2025
/
Published: 1 September 2025
Abstract
Wheeled bipedal robots (WBRS) combine the terrain adaptability potential of legged robots with the motion efficiency of wheeled robots, but the terrain adaptability is affected by the control system. Aiming at the defect that the traditional modeling ignores the dynamic changes in head angle and center of mass height, this paper proposes a method of integrated dynamic modeling and hierarchical control. The posture balance optimizes the system performance index through the linear quadratic regulator (LQR) to control the in-wheel motor, and the state feedback matrix is designed to suppress the tipping caused by external interference. At the same time, the changes in head angle and center of mass height are included in the balance control variables. The center of mass height changes are fed back through the proportional differential (PD) control and virtual model control (VMC) algorithm to control the joint motor. Simulation experiments are carried out on multiple platforms to verify that the proposed method effectively improves the control robustness of the traditional wheeled bipedal robot through geometric-dynamic coupling modeling and LQR-PD hybrid control, providing a new method of complex terrain adaptive control.
Share and Cite
MDPI and ACS Style
Xu, Y.; Wang, Z.; Lu, C.
Design and Control of a Wheeled Bipedal Robot Based on Hybrid Linear Quadratic Regulator and Proportional-Derivative Control. Sensors 2025, 25, 5398.
https://doi.org/10.3390/s25175398
AMA Style
Xu Y, Wang Z, Lu C.
Design and Control of a Wheeled Bipedal Robot Based on Hybrid Linear Quadratic Regulator and Proportional-Derivative Control. Sensors. 2025; 25(17):5398.
https://doi.org/10.3390/s25175398
Chicago/Turabian Style
Xu, Yu, Zhaoqiang Wang, and Chenhui Lu.
2025. "Design and Control of a Wheeled Bipedal Robot Based on Hybrid Linear Quadratic Regulator and Proportional-Derivative Control" Sensors 25, no. 17: 5398.
https://doi.org/10.3390/s25175398
APA Style
Xu, Y., Wang, Z., & Lu, C.
(2025). Design and Control of a Wheeled Bipedal Robot Based on Hybrid Linear Quadratic Regulator and Proportional-Derivative Control. Sensors, 25(17), 5398.
https://doi.org/10.3390/s25175398
Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details
here.
Article Metrics
Article Access Statistics
For more information on the journal statistics, click
here.
Multiple requests from the same IP address are counted as one view.