Review of autonomous path planning algorithms for mobile robots

H Qin, S Shao, T Wang, X Yu, Y Jiang, Z Cao - Drones, 2023 - mdpi.com
Mobile robots, including ground robots, underwater robots, and unmanned aerial vehicles,
play an increasingly important role in people's work and lives. Path planning and obstacle …

[HTML][HTML] A review: On path planning strategies for navigation of mobile robot

BK Patle, A Pandey, DRK Parhi, A Jagadeesh - Defence Technology, 2019 - Elsevier
This paper presents the rigorous study of mobile robot navigation techniques used so far.
The step by step investigations of classical and reactive approaches are made here to …

Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot

L Wu, X Huang, J Cui, C Liu, W Xiao - Expert Systems with Applications, 2023 - Elsevier
As the key point for auto-navigation of mobile robot, path planning is a research hotspot in
the field of robot. Generally, the ant colony optimization algorithm (ACO) is one of the …

Mobile robot path planning using membrane evolutionary artificial potential field

U Orozco-Rosas, O Montiel, R Sepúlveda - Applied soft computing, 2019 - Elsevier
In this paper, a membrane evolutionary artificial potential field (memEAPF) approach for
solving the mobile robot path planning problem is proposed, which combines membrane …

A consolidated review of path planning and optimization techniques: Technical perspectives and future directions

F Gul, I Mir, L Abualigah, P Sumari, A Forestiero - Electronics, 2021 - mdpi.com
In this paper, a review on the three most important communication techniques (ground,
aerial, and underwater vehicles) has been presented that throws light on trajectory planning …

Dynamic path planning for autonomous driving on various roads with avoidance of static and moving obstacles

X Hu, L Chen, B Tang, D Cao, H He - Mechanical systems and signal …, 2018 - Elsevier
This paper presents a real-time dynamic path planning method for autonomous driving that
avoids both static and moving obstacles. The proposed path planning method determines …

A bioinspired path planning approach for mobile robots based on improved sparrow search algorithm

Z Zhang, R He, K Yang - Advances in Manufacturing, 2022 - Springer
In this paper, a bioinspired path planning approach for mobile robots is proposed. The
approach is based on the sparrow search algorithm, which is an intelligent optimization …

Path planning and obstacle avoiding of the USV based on improved ACO-APF hybrid algorithm with adaptive early-warning

Y Chen, G Bai, Y Zhan, X Hu, J Liu - Ieee Access, 2021 - ieeexplore.ieee.org
Path planning is important to the efficiency and navigation safety of USV autonomous
operation offshore. To improve path planning, this study proposes the improved ant colony …

Modified Q-learning with distance metric and virtual target on path planning of mobile robot

ES Low, P Ong, CY Low, R Omar - Expert Systems with Applications, 2022 - Elsevier
Path planning is an essential element in mobile robot navigation. One of the popular path
planners is Q-learning–a type of reinforcement learning that learns with little or no prior …

Recent research progress of unmanned aerial vehicle regulation policies and technologies in urban low altitude

C Xu, X Liao, J Tan, H Ye, H Lu - Ieee Access, 2020 - ieeexplore.ieee.org
With the rapid expansion in the number of Unmanned Aircraft Vehicles (UAVs) available and
the development of modern technologies, the commercial applications of UAVs in urban …