Mobile Robot Path Planning in Dynamic Environments: A Survey

CAI Kuanqi, W Chaoqun, J CHENG… - …, 2019 - editorial.instrumentationjournal.com
There are many challenges for robot navigation in densely populated dynamic
environments. This paper presents a survey of the path planning methods for robot …

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 …

Research on robot path planning by integrating state-based decision-making A* algorithm and inertial dynamic window approach

S Xing, P Fan, X Ma, Y Wang - Intelligent Service Robotics, 2024 - Springer
In response to challenges faced by mobile robots in global path planning within high-
resolution grid maps—such as excessive waypoints, low efficiency, inability to evade …

[PDF][PDF] Dynamic Path Planning Algorithm for Mobile Robots: Leveraging Reinforcement Learning for Efficient Navigation

S Kappagantula, G Mannayee - jisis.org
Traversing unfamiliar terrain presents a considerable challenge, particularly concerning the
task of locating a viable pathway, regardless of its actual existence. This paper presents a …

Mobile Robot Path Planning Based on Enhanced Dynamic Window Approach and Improved A  Algorithm

H Yang, X Teng - Journal of Robotics, 2022 - Wiley Online Library
Path planning is one of the most popular researches on mobile robots, and it is the key
technology to realize autonomous navigation of robots. Aiming at the problem that the …

Autonomous Path Planning for Mobile Robots in Multi Obstacle Environments

Q Du, F Du, J Cheng, L Qi, P Ji… - 2023 6th International …, 2023 - ieeexplore.ieee.org
The mobile robot will suffer from a lack of direction in the search, numerous redundant
nodes, and a prolonged algorithm running time when there are more obstacles in the …

Bidirectional Obstacle Avoidance Enhancement‐Deep Deterministic Policy Gradient: A Novel Algorithm for Mobile‐Robot Path Planning in Unknown Dynamic …

J Xue, S Zhang, Y Lu, X Yan… - Advanced Intelligent …, 2024 - Wiley Online Library
Real‐time path planning in unknown dynamic environments is a significant challenge for
mobile robots. Many researchers have attempted to solve this problem by introducing deep …

Reinforcement based mobile robot path planning with improved dynamic window approach in unknown environment

L Chang, L Shan, C Jiang, Y Dai - Autonomous robots, 2021 - Springer
Mobile robot path planning in an unknown environment is a fundamental and challenging
problem in the field of robotics. Dynamic window approach (DWA) is an effective method of …

Intelligent Hybrid Approaches for Mobile Robots Path Planning

S Lin - 2023 - opus.lib.uts.edu.au
The practical applications of mobile robots are widely implemented in various areas, such as
education, industry, environment, and civil applications. The requirements of robots' …

Study on Improved Dynamic Window Approach for Mobile Robot Under Narrow Channel

X Wu, K Tu, J Jiang - 2023 5th International Conference on …, 2023 - ieeexplore.ieee.org
In this paper, a local planning algorithm that relies on an improved Dynamic Window
Approach to address the global path-tracking challenge encountered by mobile robots is …