A novel local motion planning framework for autonomous vehicles based on resistance network and model predictive control

Y Huang, H Wang, A Khajepour, H Ding… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… a novel hierarchical local motionplanning framework for autonomous vehicles based on
a resistance-network planner and two MPC planners. The resistance-network planner in the …

Path planning with local motion estimations

J Guzzi, RO Chavez-Garcia, M Nava… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
planning: We use the trained local motion model to compute global paths through a planner,
… Namely, the planner iteratively samples a random point q and attempts to grow the tree with …

Safe local motion planning with self-supervised freespace forecasting

P Hu, A Huang, J Dolan, D Held… - Proceedings of the …, 2021 - openaccess.thecvf.com
… Note that the spatial index of voxel u is 2D because we assume the local motion planners
we work with operate on a ground plane and x, y represents a bird’s-eye-view spatial location. …

Model predictive local motion planning with boundary state constrained primitives

S Lai, M Lan, BM Chen - IEEE Robotics and Automation Letters, 2019 - ieeexplore.ieee.org
… In this section, we combine the BSCP with the PSO for local motion planning. Methods
based on single layer search trees are a special case of the PSO algorithm, and they can be …

Machine learning methods for local motion planning: A study of end-to-end vs. parameter learning

Z Xu, X Xiao, G Warnell, A Nair… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
local motion planners in a large suite of simulated and physical experiments. In particular,
we test the performance of endto-end motion … to be used by classical planners, with different …

Local motion planning for collaborative multi-robot manipulation of deformable objects

J Alonso-Mora, R Knepper… - … conference on robotics …, 2015 - ieeexplore.ieee.org
… We contribute a scalable framework for collaborative carrying of deformable objects and
introduce two variants of a convex optimization for local motion planning and control (one …

Mixed local motion planning and tracking control framework for autonomous vehicles based on model predictive control

K Yuan, H Shu, Y Huang, Y Zhang… - IET Intelligent …, 2019 - Wiley Online Library
… This study proposes a novel mixed motion planning and … motion planning module, a
feed-forward longitudinal motionlocal motion planning and the local motion tracking modules. …

A continuous local motion planning framework for unmanned vehicles in complex environments

AJ Berry, J Howitt, DW Gu, I Postlethwaite - Journal of Intelligent & Robotic …, 2012 - Springer
motion planning functionality into distinct global and local layers. This paper presents a new
continuous local motion planning … This separation reduces the complexity of the local motion

Artificial neural network based local motion planning of a wheeled mobile robot

I Engedy, G Horváth - 2010 11th International Symposium on …, 2010 - ieeexplore.ieee.org
… able to simultaneously perform the path planning and the movement problems too [2]. In the
sequel we will briefly present our former solution of a motion planning system that is such an …

Improved APF strategies for dual-arm local motion planning

S Byrne, W Naeem, S Ferguson - Transactions of the …, 2015 - journals.sagepub.com
… As a result, a greater emphasis has been put on the development of local motion planners,
local motion planning technique, which can be applied to manipulator motion planning, …