Nonlinear optimal control for three-link biped robots

This paper proposes a nonlinear optimal control approach for the three-link biped robot. In this humanoid robot there is actuation only in the two legs while the third link which is the robot’s torso is unactuated. Due to nonlinearities and the unactuated torso in the robot’s dynamics, the treatment of the stabilization and trajectories tracking problem is a non-trivial task. To solve the associated nonlinear optimal control problem, the state-space model of the three-link biped robot undergoes approximate linearization based on Taylor series expansion and the associated Jacobian matrices. For the linearized state-space model of the biped robot a stabilizing optimal (H-infinity) feedback controller is designed. To compute the controller’s feedback gains, an algebraic Riccati equation is repetitively solved at each iteration of the control algorithm. The stability properties of the control method are proven through Lyapunov analysis.

Authors

Institutions

Publication Details

Journal
International Journal of Humanoid Robotics
Published
2025-11-28
DOI
https://doi.org/10.1142/s0219843625500148
Primary Topic
Robotic Locomotion and Control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nonlinear optimal control for three-link biped robots

Masoud Abbaszadeh, G. Cuccurullo, Pierluigi Siano, Gerasimos Rigatos et al.
International Journal of Humanoid Robotics
Robotic Locomotion and Control
article

Nonlinear optimal control for three-link biped robots

Masoud Abbaszadeh, G. Cuccurullo, Pierluigi Siano, Gerasimos Rigatos, Mohammed S. Al-Numay
article en

Abstract

This paper proposes a nonlinear optimal control approach for the three-link biped robot. In this humanoid robot there is actuation only in the two legs while the third link which is the robot’s torso is unactuated. Due to nonlinearities and the unactuated torso in the robot’s dynamics, the treatment of the stabilization and trajectories tracking problem is a non-trivial task. To solve the associated nonlinear optimal control problem, the state-space model of the three-link biped robot undergoes approximate linearization based on Taylor series expansion and the associated Jacobian matrices. For the linearized state-space model of the biped robot a stabilizing optimal (H-infinity) feedback controller is designed. To compute the controller’s feedback gains, an algebraic Riccati equation is repetitively solved at each iteration of the control algorithm. The stability properties of the control method are proven through Lyapunov analysis.

International Journal of Humanoid RoboticsVol. 23(01)
University of Salerno (IT), Rensselaer Polytechnic Institute (US), University of Johannesburg (ZA), King Saud University (SA), Industrial Systems Institute (GR)
Openalex Percentile: Top 64%
Robotic Locomotion and Control
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.