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 …

Path planning of an unmanned surface vessel based on the improved A-Star and dynamic window method

S Hu, S Tian, J Zhao, R Shen - Journal of Marine Science and …, 2023 - mdpi.com
In order to ensure the safe navigation of USVs (unmanned surface vessels) and real-time
collision avoidance, this study conducts global and local path planning for USVs in a …

Obstacle Avoidance Learning for Robot Motion Planning in Human–Robot Integration Environments

Y Hong, Z Ding, Y Yuan, W Chi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the human–robot integration environment, it is essential for mobile robots to pass through
the crowd and complete the navigation task smoothly. However, the current mainstream …

An efficient robot exploration method based on heuristics biased sampling

J Liu, Y Lv, Y Yuan, W Chi, G Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Autonomous robot exploration has received widespread attention as a crucial step in
constructing maps for unknown environments. Among the research results in the field of …

A Gaussian mixture model based fast motion planning method through online environmental feature learning

Y Yuan, J Liu, W Chi, G Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Rapidly exploring random tree and its applications for mobile robot navigation have
attracted extensive interest in the human–robot interaction environment. However, most …

EMExplorer: an episodic memory enhanced autonomous exploration strategy with Voronoi domain conversion and invalid action masking

B Chen, P Zhong, Y Cui, S Lu, Y Liang… - Complex & Intelligent …, 2023 - Springer
Autonomous exploration is a critical technology to realize robotic intelligence as it allows
unsupervised preparation for future tasks and facilitates flexible deployment. In this paper, a …

GVD-Exploration: An Efficient Autonomous Robot Exploration Framework Based on Fast Generalized Voronoi Diagram Extraction

D Chen, A Xiao, M Zou, W Chi, J Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Rapidly-exploring Random Trees (RRTs) are a popular technique for autonomous
exploration of mobile robots. However, the random sampling used by RRTs can result in …

A knowledge-based fast motion planning method through online environmental feature learning

Y Yuan, J Liu, J Wang, W Chi… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The sampling-based partial motion planning algorithm has come into widespread
application in dynamic mobile robot navigation due to its low calculation costs and excellent …

Grounding language to natural human-robot interaction in robot navigation tasks

Q Xu, Y Hong, Y Zhang, W Chi… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
With the development of service robot technology, the natural interaction between humans
and service robots has attracted increasing attention. People are no longer satisfied with …

Estimated path information gain-based robot exploration under perceptual uncertainty

J Liu, C Wang, W Chi, G Chen, L Sun - Robotica, 2022 - cambridge.org
At present, the frontier-based exploration has been one of the mainstream methods in
autonomous robot exploration. Among the frontier-based algorithms, the method of …