A comprehensive review of coverage path planning in robotics using classical and heuristic algorithms

CS Tan, R Mohd-Mokhtar, MR Arshad - IEEE Access, 2021 - ieeexplore.ieee.org
The small battery capacities of the mobile robot and the un-optimized planning efficiency of
the industrial robot bottlenecked the time efficiency and productivity rate of coverage tasks in …

Complete coverage path planning using reinforcement learning for tetromino based cleaning and maintenance robot

AK Lakshmanan, RE Mohan, B Ramalingam… - Automation in …, 2020 - Elsevier
Tiling robotics have been deployed in autonomous complete area coverage tasks such as
floor cleaning, building inspection, and maintenance, surface painting. One class of tiling …

Coverage path planning for decomposition reconfigurable grid-maps using deep reinforcement learning based travelling salesman problem

PT Kyaw, A Paing, TT Thu, RE Mohan, AV Le… - IEEE …, 2020 - ieeexplore.ieee.org
Optimizing the coverage path planning (CPP) in robotics has become essential to
accomplish efficient coverage applications. This work presents a novel approach to solve …

[HTML][HTML] Multi-uav coverage path planning based on hexagonal grid decomposition in maritime search and rescue

SW Cho, JH Park, HJ Park, S Kim - Mathematics, 2021 - mdpi.com
In the event of a maritime accident, surveying the maximum area efficiently in the least
amount of time is crucial for rescuing survivors. Increasingly, unmanned aerial vehicles …

Multi-objective genetic algorithm-based autonomous path planning for hinged-tetro reconfigurable tiling robot

KP Cheng, RE Mohan, NHK Nhan, AV Le - IEEE Access, 2020 - ieeexplore.ieee.org
Reconfigurable robots have received broad research interest due to the high dexterity they
provide and the complex actions they could perform. Robots with reconfigurability are …

[HTML][HTML] Reinforcement learning-based complete area coverage path planning for a modified hTrihex robot

KGS Apuroop, AV Le, MR Elara, BJ Sheu - Sensors, 2021 - mdpi.com
One of the essential attributes of a cleaning robot is to achieve complete area coverage.
Current commercial indoor cleaning robots have fixed morphology and are restricted to …

[HTML][HTML] Evolutionary algorithm-based complete coverage path planning for tetriamond tiling robots

AV Le, NHK Nhan, RE Mohan - Sensors, 2020 - mdpi.com
Tiling robots with fixed morphology face major challenges in terms of covering the cleaning
area and generating the optimal trajectory during navigation. Developing a self …

Optimization of an autonomous mobile robot path planning based on improved genetic algorithms

NS Abu, WM Bukhari, MH Adli… - Journal of Robotics and …, 2023 - journal.umy.ac.id
Mobile robots are intended to operate in a variety of environments, and they need to be able
to navigate and travel around obstacles, such as objects and barriers. In order to guarantee …

AUV-assisted subsea exploration method in 6G enabled deep ocean based on a cooperative pac-men mechanism

J Zhang, G Han, J Sha, Y Qian… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The coming 6G communication technology introduces the possibility of practice underwater
Internet of Things (UIoT) applications with high-speed and reliable underwater …

[HTML][HTML] Table cleaning task by human support robot using deep learning technique

J Yin, KGS Apuroop, YK Tamilselvam, RE Mohan… - Sensors, 2020 - mdpi.com
This work presents a table cleaning and inspection method using a Human Support Robot
(HSR) which can operate in a typical food court setting. The HSR is able to perform a …