Gait and trajectory optimization for legged systems through phase-based end-effector parameterization
We present a single trajectory optimization formulation for legged locomotion that
automatically determines the gait sequence, step timings, footholds, swing-leg motions, and …
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
This work presents a successful implementation of a nonlinear optimization-based
Regularized Predictive Control (RPC) for legged locomotion on the MIT Cheetah 3 robot …
Regularized Predictive Control (RPC) for legged locomotion on the MIT Cheetah 3 robot …
Extracting legged locomotion heuristics with regularized predictive control
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 …
legged robots to execute dynamic maneuvers and traverse increasingly difficult terrains …
Fast trajectory optimization for legged robots using vertex-based zmp constraints
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 …
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
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 …
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☆
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 …
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
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 …
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 …
humans and animals in executing locomotion tasks within dangerous and unstructured …
Valkyrie—Design and development of gaits for quadruped robot using particle swarm optimization
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 …
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
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 …
legged robots. It comes as a hierarchical structure with three layers: hybrid foot placement …