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Article

Whole-Body Motion Generation for Balancing of Biped Robot

School of Mechanical Engineering, Hanyang University, Seoul 04763, Republic of Korea
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Author to whom correspondence should be addressed.
Appl. Sci. 2025, 15(11), 5828; https://doi.org/10.3390/app15115828
Submission received: 27 April 2025 / Revised: 19 May 2025 / Accepted: 20 May 2025 / Published: 22 May 2025
(This article belongs to the Section Mechanical Engineering)

Abstract

A humanoid robot has a similar form to humans, allowing it to be deployed directly into many existing infrastructures built for people, making it highly applicable to future industries or services. However, generating motion is challenging, and it is highly affected by disturbances due to its complex dynamic characteristics. This paper proposes a method to enable a biped robot to achieve stable motion in various environments. The capture point (CP) control is used to modify the zero moment point (ZMP) to stabilize the naturally divergent dynamics of the simplified linear inverted pendulum model (LIPM) and a model predictive control (MPC) framework is implemented to generate a center of mass (COM) trajectory that tracks the adjusted ZMP. To minimize angular momentum caused by disturbances and discrepancies between the actual robot and the dynamics model, arm motion is generated through a momentum controller. Various walking simulations were conducted to verify stable whole-body motion.
Keywords: humanoid; biped robot; balance control; model predictive control; momentum control; optimization; whole-body motion generation humanoid; biped robot; balance control; model predictive control; momentum control; optimization; whole-body motion generation

Share and Cite

MDPI and ACS Style

Cho, Y.; Park, J.H. Whole-Body Motion Generation for Balancing of Biped Robot. Appl. Sci. 2025, 15, 5828. https://doi.org/10.3390/app15115828

AMA Style

Cho Y, Park JH. Whole-Body Motion Generation for Balancing of Biped Robot. Applied Sciences. 2025; 15(11):5828. https://doi.org/10.3390/app15115828

Chicago/Turabian Style

Cho, Yonghee, and Jong Hyeon Park. 2025. "Whole-Body Motion Generation for Balancing of Biped Robot" Applied Sciences 15, no. 11: 5828. https://doi.org/10.3390/app15115828

APA Style

Cho, Y., & Park, J. H. (2025). Whole-Body Motion Generation for Balancing of Biped Robot. Applied Sciences, 15(11), 5828. https://doi.org/10.3390/app15115828

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