Biconmp: A nonlinear model predictive control framework for whole body motion planning

A Meduri, P Shah, J Viereck, M Khadiv… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Online planning of whole-body motions for legged robots is challenging due to the inherent
nonlinearity in the robot dynamics. In this work, we propose a nonlinear model predictive …

Efficient multicontact pattern generation with sequential convex approximations of the centroidal dynamics

B Ponton, M Khadiv, A Meduri… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article investigates the problem of efficient computation of physically consistent
multicontact behaviors. Recent work showed that under mild assumptions, the problem …

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 …

Walking stabilization using step timing and location adjustment on the humanoid robot, atlas

RJ Griffin, G Wiedebach, S Bertrand… - 2017 IEEE/RSJ …, 2017 - ieeexplore.ieee.org
While humans are highly capable of recovering from external disturbances and uncertainties
that result in large tracking errors, humanoid robots have yet to reliably mimic this level of …

Balance recovery through model predictive control based on capture point dynamics for biped walking robot

HM Joe, JH Oh - Robotics and Autonomous Systems, 2018 - Elsevier
This study proposes an online walking-pattern generation algorithm with footstep
adjustment. The algorithm enables a biped walking robot to effectively recover balance …

Sim-to-real learning of footstep-constrained bipedal dynamic walking

H Duan, A Malik, J Dao, A Saxena… - … on Robotics and …, 2022 - ieeexplore.ieee.org
Recently, work on reinforcement learning (RL) for bipedal robots has successfully learned
controllers for a variety of dynamic gaits with robust sim-to-real demonstrations. In order to …

Capturability-based pattern generation for walking with variable height

S Caron, A Escande, L Lanari… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Capturability analysis of the linear inverted pendulum (LIP) model enabled walking with
constrained height based on the capture point. In this paper, we generalize this analysis to …

Walking control based on step timing adaptation

M Khadiv, A Herzog, SAA Moosavian… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Step adjustment can improve the gait robustness of biped robots; however, the adaptation of
step timing is often neglected as it gives rise to nonconvex problems when optimized over …

Intelligent locomotion planning with enhanced postural stability for lower-limb exoskeletons

JK Mehr, M Sharifi, VK Mushahwar… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
In this letter, an integrated control strategy is developed for both locomotion trajectory
planning and postural stability, enabling shared autonomy between the human and lower …

Whole-body balance stability regions for multi-level momentum and stepping strategies

WZ Peng, C Mummolo, H Song, JH Kim - Mechanism and Machine Theory, 2022 - Elsevier
A unified framework is established for general balance stability criteria of biped systems. The
stability regions of balanced and steppable states are partitions of the center-of-mass (COM) …