Advanced manufacturing in industry 5.0: A survey of key enabling technologies and future trends

W Xiang, K Yu, F Han, L Fang, D He… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
A revolution in advanced manufacturing has been driven by digital technology in the fourth
industrial revolution, also known as Industry 4.0, and has resulted in a substantial increase …

A generalized Voronoi diagram-based efficient heuristic path planning method for RRTs in mobile robots

W Chi, Z Ding, J Wang, G Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The rapidly exploring random tree and its variants (RRTs) have been widely adopted as the
motion planning algorithms for mobile robots. However, the trap space problem, such as …

Recent progress, challenges and future prospects of applied deep reinforcement learning: A practical perspective in path planning

Y Zhang, W Zhao, J Wang, Y Yuan - Neurocomputing, 2024 - Elsevier
Path planning is one of the most crucial elements in the field of robotics, such as
autonomous driving, minimally invasive surgery and logistics distribution. This review begins …

Trajectory planning and tracking strategy applied to an unmanned ground vehicle in the presence of obstacles

X Zhou, X Yu, Y Zhang, Y Luo… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In a dynamic environment, moving to the destination safely and effectively is of paramount
importance for an unmanned ground vehicle (UGV). This article presents a strategy of …

GMR-RRT*: Sampling-based path planning using gaussian mixture regression

J Wang, T Li, B Li, MQH Meng - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile robot autonomous path planning is an essential factor for its wide deployment in real-
world applications. Conventional sampling-based algorithms have gained tremendous …

Autonomous live working robot navigation with real‐time detection and motion planning system on distribution line

H Zhao, C Wang, R Guo, X Rong, J Guo, Q Yang… - High …, 2022 - Wiley Online Library
In this study, an autonomous robot navigation system is designed for live working on
distribution line. The developed system features a real‐time detection and motion planning …

Optimal path planning using generalized voronoi graph and multiple potential functions

J Wang, MQH Meng - IEEE transactions on industrial …, 2020 - ieeexplore.ieee.org
In this article, we present a novel nonuniform sampling technique, based on the pipeline of
rapidly exploring random tree (RRT), for efficiently computing high-quality collision-free …

A review of motion planning algorithms for robotic arm systems

S Liu, P Liu - RiTA 2020: Proceedings of the 8th International …, 2021 - Springer
Motion planning plays a vital role in the field of robotics. This paper discusses the latest
advancements in the research and development of various algorithms and approaches in …

Mobile robot path planning in dynamic environments: A survey

K Cai, C Wang, J Cheng, CW De Silva… - arXiv preprint arXiv …, 2020 - arxiv.org
There are many challenges for robot navigation in densely populated dynamic
environments. This paper presents a survey of the path planning methods for robot …

Learning-based path planning and predictive control for autonomous vehicles with low-cost positioning

Z Qi, T Wang, J Chen, D Narang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Navigation algorithms for autonomous vehicles have become the subject of increasing
interest, but most of them heavily rely on expensive high-precision positioning equipment …