Mobile robot path planning in static environments using particle swarm optimization

MS Alam, MU Rafique, MU Khan - arXiv preprint arXiv:2008.10000, 2020 - arxiv.org
… This paper proposes a path planning algorithm based on particle swarm optimization for
computing a shortest collision-free path for a mobile robot in environments populated with static

[HTML][HTML] Grid-based mobile robot path planning using aging-based ant colony optimization algorithm in static and dynamic environments

FH Ajeil, IK Ibraheem, AT Azar, AJ Humaidi - Sensors, 2020 - mdpi.com
… The path planner based on ABACO and grid-based modelling is proposed in this paper to
find the optimal/near-optimal path of the mobile robot in static and dynamic environments. The …

Generating optimal path by level set approach for a mobile robot moving in static/dynamic environments

X Li, G Zhao, B Li - Applied Mathematical Modelling, 2020 - Elsevier
… , computer simulations of mobile robot moving in multiple environmental conditions are
presented in this section. Although the path planning of the mobile robot is equivalent to identify …

[PDF][PDF] Static and dynamic path planning algorithms design for a wheeled mobile robot based on a hybrid technique

AAA Rasheed, AS Al-Araji, MN Abdullah - International Journal of …, 2022 - inass.org
… There are three types of environments with regards to autonomous mobile robot path
planning research field: a static environment with fixed obstacles, a dynamic environment with …

Lidar-based 2D SLAM for mobile robot in an indoor environment: A review

YK Tee, YC Han - 2021 International Conference on Green …, 2021 - ieeexplore.ieee.org
… indoor static environment, by utilizing the ROS-based SLAM libraries on a experimental
mobile robot … The experimental results are acquired from the similar robot trajectory in both the …

An Improved Dyna-Q Algorithm for Mobile Robot Path Planning in Unknown Dynamic Environment

M Pei, H An, B Liu, C Wang - IEEE Transactions on Systems …, 2021 - ieeexplore.ieee.org
… about the surrounding environment, a mobile robot needs to … mobile robot is shown by
the red solid line in Fig. 9. The robot after 2000 training episodes in a static environment

A brief survey: Deep reinforcement learning in mobile robot navigation

H Jiang, H Wang, WY Yau… - 2020 15th IEEE …, 2020 - ieeexplore.ieee.org
… While these methods have seen much success, they are mainly confined to operate in simple
and relatively static environments. Not only is substantial effort required for prior mapping, …

Highly optimized Q‐learning‐based bees approach for mobile robot path planning in static and dynamic environments

T Bonny, M Kashkash - Journal of Field Robotics, 2022 - Wiley Online Library
… for a mobile robot in a two-dimensional environment. Finding … and location of obstacles
in the environment. Q-Learning is … the proposed method in the static and dynamic case. The …

[HTML][HTML] Classical and heuristic approaches for mobile robot path planning: A survey

JA Abdulsaheb, DJ Kadhim - Robotics, 2023 - mdpi.com
… [77] presented an ACO-fuzzy-based hybrid approach for mobile robot navigation in a
static environment. Kumar et al. [78] presented an RA-ACO-based method for humanoid …

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
… There have been many surveys in the field of mobile robot navigation [8]–[12]. However, they
were mostly limited to the static environments or are insufficient with an in-depth analysis of …