Fast contact-implicit model predictive control

S Le Cleac'h, TA Howell, S Yang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In this article, we present a general approach for controlling robotic systems that make and
break contact with their environments. Contact-implicit model predictive control (CI-MPC) …

Saltation matrices: The essential tool for linearizing hybrid dynamical systems

NJ Kong, JJ Payne, J Zhu… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Hybrid dynamical systems, ie, systems that have both continuous and discrete states, are
ubiquitous in engineering but are difficult to work with due to their discontinuous transitions …

Decentralized iLQR for cooperative trajectory planning of connected autonomous vehicles via dual consensus ADMM

Z Huang, S Shen, J Ma - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Cooperative trajectory planning of connected autonomous vehicles (CAVs) generally admits
strong nonlinearity and non-convexity, rendering great difficulties in finding the optimal …

Inverse dynamics trajectory optimization for contact-implicit model predictive control

V Kurtz, A Castro, AÖ Önol, H Lin - arXiv preprint arXiv:2309.01813, 2023 - arxiv.org
Robots must make and break contact with the environment to perform useful tasks, but
planning and control through contact remains a formidable challenge. In this work, we …

Contact-implicit mpc: Controlling diverse quadruped motions without pre-planned contact modes or trajectories

G Kim, D Kang, JH Kim, S Hong, HW Park - arXiv preprint arXiv …, 2023 - arxiv.org
This paper presents a contact-implicit model predictive control (MPC) framework for the real-
time discovery of multi-contact motions, without predefined contact mode sequences or …

Smart quadruped robotics: a systematic review of design, control, sensing and perception

A Hamrani, MM Rayhan, T Mackenson… - Advanced …, 2024 - Taylor & Francis
Legged robots in general, and quadrupedal structures in particular, have demonstrated high
potential as a means of locomotion, possessing the ability to carry out tasks that traditional …

Versatile real-time motion synthesis via kino-dynamic mpc with hybrid-systems ddp

H Li, T Zhang, W Yu… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Specialized motions such as jumping are often achieved on quadruped robots by solving a
trajectory optimization problem once and executing the trajectory using a tracking controller …

Convergent iLQR for safe trajectory planning and control of legged robots

J Zhu, JJ Payne, AM Johnson - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In order to perform highly dynamic and agile maneuvers, legged robots typically spend time
in underactuated domains (eg with feet off the ground) where the system has limited …

Contact-implicit Model Predictive Control: Controlling diverse quadruped motions without pre-planned contact modes or trajectories

G Kim, D Kang, JH Kim, S Hong… - … International Journal of …, 2024 - journals.sagepub.com
This paper presents a contact-implicit model predictive control (MPC) framework for the real-
time discovery of multi-contact motions, without predefined contact mode sequences or …

Optimal Covariance Steering of Linear Stochastic Systems with Hybrid Transitions

H Yu, DF Franco, AM Johnson, Y Chen - arXiv preprint arXiv:2410.13222, 2024 - arxiv.org
This work addresses the problem of optimally steering the state covariance of a linear
stochastic system from an initial to a target, subject to hybrid transitions. The nonlinear and …