A generalized Voronoi diagram-based efficient heuristic path planning method for RRTs in mobile robots
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 …
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 …
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 …
the crowd and complete the navigation task smoothly. However, the current mainstream …
An efficient robot exploration method based on heuristics biased sampling
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 …
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 …
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
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 …
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
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 …
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
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 …
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 …
and service robots has attracted increasing attention. People are no longer satisfied with …
Estimated path information gain-based robot exploration under perceptual uncertainty
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 …
autonomous robot exploration. Among the frontier-based algorithms, the method of …