Online non-linear centroidal mpc for humanoid robot locomotion with step adjustment

G Romualdi, S Dafarra, G L'Erario… - … on Robotics and …, 2022 - ieeexplore.ieee.org
This paper presents a Non-Linear Model Predictive Controller for humanoid robot
locomotion with online step adjustment capabilities. The proposed controller considers the …

[HTML][HTML] Development of Push-Recovery control system for humanoid robots using deep reinforcement learning

E Aslan, MA Arserim, A Uçar - Ain Shams Engineering Journal, 2023 - Elsevier
This paper focuses on the push-recovery problem of bipedal humanoid robots affected by
external forces and pushes. Since they are structurally unstable, balance is the most …

MOB-Net: Limb-modularized uncertainty torque learning of humanoids for sensorless external torque estimation

D Lim, MJ Kim, J Cha, J Park - The International Journal of …, 2025 - journals.sagepub.com
Momentum observer (MOB) can estimate external joint torque without requiring additional
sensors, such as force/torque or joint torque sensors. However, the estimation performance …

Step and timing adaptation during online dcm trajectory generation for robust humanoid walking with double support phases

T Egle, J Englsberger, C Ott - 2023 IEEE-RAS 22nd …, 2023 - ieeexplore.ieee.org
In this paper, we present a robust DCM-based online trajectory generator with step timing
adaptation using MPC in addition to manipulating the ground reaction forces by the DCM …

Enhancing Model-Based Step Adaptation for Push Recovery through Reinforcement Learning of Step Timing and Region

T Egle, Y Yan, D Lee, C Ott - 2024 IEEE-RAS 23rd International …, 2024 - ieeexplore.ieee.org
This paper introduces a new approach to enhance the robustness of humanoid walking
under strong perturbations, such as substantial pushes. Effective recovery from external …

Robust inverse dynamics by evaluating Newton–Euler equations with respect to a moving reference and measuring angular acceleration

M Gießler, B Waltersberger - Autonomous Robots, 2023 - Springer
Maintaining stability while walking on arbitrary surfaces or dealing with external
perturbations is of great interest in humanoid robotics research. Increasing the system's …

Seamless reaction strategy for bipedal locomotion exploiting real-time nonlinear model predictive control

JH Choe, JH Kim, S Hong, J Lee, HW Park - IEEE Robotics and …, 2023 - elib.dlr.de
This paper presents a reactive locomotion method for bipedal robots enhancing robustness
and external distur-bance rejection performance by seamlessly rendering several walking …

Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-limb Exoskeleton with Paraplegic User

AV Prieto, AQL Keemink… - … on Neural Systems …, 2025 - ieeexplore.ieee.org
Lower limb exoskeletons (LLEs) are wearable devices that can restore the movement
autonomy of paraplegic users. LLEs can restore the users' ability to stand upright and walk …

Swing Foot Pose Control Disturbance Overcoming Algorithm Based on Reference ZMP Preview Controller for Improving Humanoid Walking Stability

E Chung, H Jung, Y Chun, W Lee, J Lee, M Ahn, J Han - Robot World Cup, 2023 - Springer
To improve the walking stability of humanoid robots, it is necessary to increase the
performance of overcoming external disturbance. In this paper, step modification strategy …

Motion Planning for Humanoid Locomotion: Applications to Homelike Environments

G Mesesan, R Schuller, J Englsberger… - IEEE Robotics & …, 2025 - ieeexplore.ieee.org
“What can your humanoid robot do?” is probably the most commonly asked question that
we, as roboticists, have to answer when interacting with the general public. Often, the …