Gait and trajectory optimization for legged systems through phase-based end-effector parameterization

AW Winkler, CD Bellicoso, M Hutter… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
We present a single trajectory optimization formulation for legged locomotion that
automatically determines the gait sequence, step timings, footholds, swing-leg motions, and …

Implementing regularized predictive control for simultaneous real-time footstep and ground reaction force optimization

G Bledt, S Kim - 2019 IEEE/RSJ International Conference on …, 2019 - ieeexplore.ieee.org
This work presents a successful implementation of a nonlinear optimization-based
Regularized Predictive Control (RPC) for legged locomotion on the MIT Cheetah 3 robot …

Extracting legged locomotion heuristics with regularized predictive control

G Bledt, S Kim - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
Optimization based predictive control is a powerful tool that has improved the ability of
legged robots to execute dynamic maneuvers and traverse increasingly difficult terrains …

Fast trajectory optimization for legged robots using vertex-based zmp constraints

AW Winkler, F Farshidian, D Pardo… - IEEE Robotics and …, 2017 - ieeexplore.ieee.org
This letter combines the fast zero-moment-point approaches that work well in practice with
the broader range of capabilities of a trajectory optimization formulation, by optimizing over …

Receding-horizon perceptive trajectory optimization for dynamic legged locomotion with learned initialization

O Melon, R Orsolino, D Surovik… - … on Robotics and …, 2021 - ieeexplore.ieee.org
To dynamically traverse challenging terrain, legged robots need to continually perceive and
reason about upcoming features, adjust the locations and timings of future footfalls and …

Whole-body control with disturbance rejection through a momentum-based observer for quadruped robots☆

V Morlando, A Teimoorzadeh, F Ruggiero - Mechanism and Machine …, 2021 - Elsevier
This paper presents an estimator of external disturbances for legged robots, based on the
system's momentum. The estimator, along with a suitable motion planner for the trajectory of …

Quadruped capturability and push recovery via a switched-systems characterization of dynamic balance

H Chen, Z Hong, S Yang, PM Wensing… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article studies capturability and push recovery for quadruped locomotion. Despite the
rich literature on capturability analysis and push recovery for legged robots, existing tools …

Regularized predictive control framework for robust dynamic legged locomotion

G Bledt - 2020 - dspace.mit.edu
Legged robots have the potential to be highly dynamic machines capable of outperforming
humans and animals in executing locomotion tasks within dangerous and unstructured …

Valkyrie—Design and development of gaits for quadruped robot using particle swarm optimization

T Srinivas, AKK Madhusudhan, L Manohar… - Applied Sciences, 2021 - mdpi.com
Over the past decades, developments and scientific breakthroughs in the field of robotics
have shown the replacement of wheeled robots with legged robots, which are often inspired …

Towards more possibilities: Motion planning and control for hybrid locomotion of wheeled-legged robots

J Sun, Y You, X Zhao, AH Adiwahono… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
This letter proposed a control framework to tackle the hybrid locomotion problem of wheeled-
legged robots. It comes as a hierarchical structure with three layers: hybrid foot placement …