Near-optimal area-coverage path planning of energy-constrained aerial robots with application in autonomous environmental monitoring

KR Jensen-Nau, T Hermans… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article describes a Voronoi-based path generation (VPG) algorithm for an energy-
constrained mobile robot, such as an unmanned aerial vehicle (UAV). The algorithm solves …

Reinforcement learning-based coverage path planning with implicit cellular decomposition

J Heydari, O Saha, V Ganapathy - arXiv preprint arXiv:2110.09018, 2021 - arxiv.org
Coverage path planning in a generic known environment is shown to be NP-hard. When the
environment is unknown, it becomes more challenging as the robot is required to rely on its …

Energy-efficient coverage path planning for general terrain surfaces

C Wu, C Dai, X Gong, YJ Liu, J Wang… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
This letter tackles the problem of energy-efficient coverage path planning for exploring
general surfaces by an autonomous vehicle. Efficient algorithms are developed to generate …

An efficient drifters deployment strategy to evaluate water current velocity fields

M Tukan, E Biton, R Diamant - IEEE Journal of Oceanic …, 2024 - ieeexplore.ieee.org
Water current prediction is essential for understanding ecosystems, and to shed light on the
role of the ocean in the global climate context. Solutions vary from physical modeling, and …

Five-axis trochoidal sweep scanning path planning for free-form surface inspection

Z Li, K Tang, P Hu, L Huang - IEEE Transactions on Automation …, 2022 - ieeexplore.ieee.org
Freeform surface inspection is a vital process in manufacturing, and the newly emerged five-
axis continuous sweep scanning technology is one of the most efficient and accurate means …

Spiral complete coverage path planning based on conformal slit mapping in multi-connected domains

C Shen, S Mao, B Xu, Z Wang… - … Journal of Robotics …, 2023 - journals.sagepub.com
The generation of smoother and shorter spiral complete coverage paths in multi-connected
domains is a crucial research topic in path planning for robotic cavity machining and other …

Online area covering robot in unknown dynamic environments

O Saha, G Ren, J Heydari… - 2021 7th International …, 2021 - ieeexplore.ieee.org
Autonomous area covering robots are being increasingly deployed in residential and
commercial settings for a variety of purposes. These robots usually employ universal area …

Constructing 3d underwater sensor networks without sensing holes utilizing heterogeneous underwater robots

J Kim - Applied Sciences, 2021 - mdpi.com
This article handles building underwater sensor networks autonomously using multiple
surface ships. For building underwater sensor networks in 3D workspace with many …

Deep reinforcement learning based online area covering autonomous robot

O Saha, G Ren, J Heydari… - 2021 7th International …, 2021 - ieeexplore.ieee.org
Autonomous area covering robots have been increasingly adopted in for diverse
applications. In this paper, we investigate the effectiveness of deep reinforcement learning …

Geometry-aware coverage path planning for depowdering on complex 3D surfaces

VT Do, QC Pham - IEEE Robotics and Automation Letters, 2023 - ieeexplore.ieee.org
This letter presents a new approach to obtaining nearly complete coverage paths (CP) with
low overlapping on 3D general surfaces using mesh models. The CP is obtained by …