Path Planning of Substation Inspection Robot Based on Improved Ant Colony Algorithm

X Wang, S Shang, D Yao, C Liang, Y Pei… - … Joint Conference on …, 2022 - Springer
At present, most of the substation inspection robots use ant colony optimization (ACO) to
realize path planning, but the traditional ACO has deficiencies such as long planning path …

Research on terminal distance index-based multi-step ant colony optimization for mobile robot path planning

D Li, L Wang, J Cai, K Ma, T Tan - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Aiming at the path planning problem of mobile robot, when the traditional ant colony
optimization (ACO) is simulated in grid model, it is assumed that ants can only move to …

Robot path planning based on improved ant colony algorithm

Y Xue, Y Chen, Z Ding, X Huang… - 2021 Power System and …, 2021 - ieeexplore.ieee.org
It is easy to arise problems such as early search time is long, get stuck at local optimum
easily and convergence speed is slow when traditional ant colony algorithm is uesed to path …

Robot Path Planning Using an Improved Ant Colony System Based on Key Nodes

K Yu, B Xu - … Workshop of Advanced Manufacturing and Automation, 2023 - Springer
Aiming at the problems of low search efficiency and slow convergence speed of basic ant
colony system algorithm, an improved ant colony path planning method based on key nodes …

Robot Path Planning Method Combining Enhanced APF and Improved ACO Algorithm for Power Emergency Maintenance

W Wang, X Yin, S Wang, J Wang… - International Journal of …, 2023 - igi-global.com
Considering the limited adaptability of the existing substation inspection robot path planning
(PP) algorithms, the authors propose a novel PP method for mobile robots (MR) based on …

Robot path planning of improved adaptive Ant Colony System Algorithm based on Dijkstra

C Gu, A Feng, G Wang, X Liu - Journal of robotics, 2022 - Wiley Online Library
Path planning is one of the key technologies of robot. Aiming at the problems of slow
convergence speed and inefficient search of traditional Ant Colony System Algorithm, an …

Application of PID control and improved ant colony algorithm in path planning of substation inspection robot

YF Kang, ZB Li, T Wang - Mathematical Problems in …, 2022 - Wiley Online Library
The purpose is to improve the effect of substation inspection and ensure the safety of power
consumption in human society. First, this work discusses the current substation inspection …

[PDF][PDF] Path Navigation in ACO Using Mobile Robot

PHS ME-CSE, MKSM Tech - 2019 - academia.edu
Ant colony algorithm suffers drawbacks such as slow convergence and easy to trap into
local optimum, therefore the path planning for mobile robot based on an improved ant …

Mobile Robot Path Planning Based on Triangular Clip Ant Colony Algorithm

Z Xu - 2023 IEEE 3rd International Conference on Power …, 2023 - ieeexplore.ieee.org
In the running process of mobile robot equipment, the path planning to reach the specified
target under the condition of known map modeling is an important topic. Traditional ant …

Research on Improved Ant Colony Path Planning Algorithm for Updating Pheromone of Subway Inspection Mobile Robot

L Wang, X Yang, Z Chen, B Wang - Available at SSRN 4623370 - papers.ssrn.com
One enhanced ant colony optimization algorithm is proposed to address the issues related
to slow convergence speed and susceptibility to local optima in mobile robot path planning …