8 citations · 10 across the 7 of their papers we have counts for
7 papers
Distributed Motion Planning with Safety Guarantees for Self-Reconfiguring Robotic Boats
Alejandro Gonzalez-Garcia, Wei Wang, Wei Xiao +4
Aquatic self-reconfigurable robots must assemble into desired shapes while ensuring safe interactions among multiple agents. This paper proposes a hybrid framework that combines di…
Accelerated Multi-Modal Motion Planning Using Context-Conditioned Diffusion Models
Edward Sandra, Lander Vanroye, Dries Dirckx +3
Classical methods in robot motion planning, such as sampling-based and optimization-based methods, often struggle with scalability towards higher-dimensional state spaces and compl…
Safe Motion Planning and Control Using Predictive and Adaptive Barrier Methods for Autonomous Surface Vessels
Alejandro Gonzalez-Garcia, Wei Xiao, Wei Wang +5
Safe motion planning is essential for autonomous vessel operations, especially in challenging spaces such as narrow inland waterways. However, conventional motion planning approach…
Decoupling Collision Avoidance in and for Optimal Control using Least-Squares Support Vector Machines
Dries Dirckx, Wilm Decré, Jan Swevers
This paper details an approach to linearise differentiable but non-convex collision avoidance constraints tailored to convex shapes. It revisits introducing differential collision…
ASAP-MPC: An Asynchronous Update Scheme for Online Motion Planning with Nonlinear Model Predictive Control
Dries Dirckx, Mathias Bos, Bastiaan Vandewal +3
This paper presents a Nonlinear Model Predictive Control (NMPC) scheme targeted at motion planning for mechatronic motion systems, such as drones and mobile platforms. NMPC-based m…
IMPACT: A Toolchain for Nonlinear Model Predictive Control Specification, Prototyping, and Deployment
Alvaro Florez, Alejandro Astudillo, Wilm Decré +2
We present IMPACT, a flexible toolchain for nonlinear model predictive control (NMPC) specification with automatic code generation capabilities. The toolchain reduces the engineeri…
MPC-based Motion Planning for Autonomous Truck-Trailer Maneuvering
Mathias Bos, Bastiaan Vandewal, Wilm Decré +1
Time-optimal motion planning of autonomous vehicles in complex environments is a highly researched topic. This paper describes a novel approach to optimize and execute locally feas…