A comparative review on mobile robot path planning: Classical or meta-heuristic methods?

MN Ab Wahab, S Nefti-Meziani, A Atyabi - Annual Reviews in Control, 2020 - Elsevier
The involvement of Meta-heuristic algorithms in robot motion planning has attracted the
attention of researchers in the robotics community due to the simplicity of the approaches …

Survey of underwater robot positioning navigation

Y Wu, X Ta, R Xiao, Y Wei, D An, D Li - Applied Ocean Research, 2019 - Elsevier
Underwater robot positioning and navigation achieve autonomous underwater robot
movement based on the premise that positioning obtains the coordinates of the relative …

Path planning of mobile robot with PSO-based APF and fuzzy-based DWA subject to moving obstacles

Z Lin, M Yue, G Chen, J Sun - Transactions of the Institute of …, 2022 - journals.sagepub.com
This paper proposes a two-layer path-planning method, where an optimized artificial
potential field (APF) method and an improved dynamic window approach (DWA) are used at …

Past, present and future of path-planning algorithms for mobile robot navigation in dynamic environments

HS Hewawasam, MY Ibrahim… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
Mobile robots have been making a significant contribution to the advancement of many
sectors including automation of mining, space, surveillance, military, health, agriculture and …

Finite distribution estimation-based dynamic window approach to reliable obstacle avoidance of mobile robot

DH Lee, SS Lee, CK Ahn, P Shi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article proposes, a novel obstacle avoidance algorithm for a mobile robot based on
finite memory filtering (FMF) in unknown dynamic environments. To overcome the limitations …

[图书][B] ROBOTICS: From Manipulator to Mobilebot

Z Cai - 2023 - World Scientific
Intelligent mobilebot (mobile robot) is a kind of robot system that can perceive the
environment and its own state through sensors, realize target-oriented autonomous …

Tangent navigated robot path planning strategy using particle swarm optimized artificial potential field

Z Zhou, J Wang, Z Zhu, D Yang, J Wu - Optik, 2018 - Elsevier
Artificial potential field has long been proposed in the field of robot path planning. But the
well-known drawbacks like local minimal problem and low efficiency prevent its wide …

A modified Q-learning path planning approach using distortion concept and optimization in dynamic environment for autonomous mobile robot

ES Low, P Ong, CY Low - Computers & Industrial Engineering, 2023 - Elsevier
Autonomous mobile robot path planning in unknown and dynamic environment is a crucial
task for successful mobile robot navigation. This study proposes an improved Q-learning …

Service planning oriented efficient object search: A knowledge-based framework for home service robot

S Liu, G Tian, Y Zhang, M Zhang, S Liu - Expert Systems with Applications, 2022 - Elsevier
In the unstructured family environment, robots are expected to provide various services to
improve the quality of human life, based on the performance of specific action sequences …

An improved artificial electric field algorithm for robot path planning

J Tang, Q Pan, Z Chen, G Liu, G Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Effectively improving the optimization performance of artificial electric field algorithm (AEFA)
and broadening its application domain can aid in providing robot path planning in 3-D …