AquaFeL-PSO: An informative path planning for water resources monitoring using autonomous surface vehicles based on multi-modal PSO and federated learning

MJ Ten Kathen, F Peralta, P Johnson, IJ Flores… - Ocean …, 2024 - Elsevier
The preservation, monitoring, and control of large water resources has been a major
challenge in recent decades. To ensure the quality of water resources, it is necessary to …

Aquahet-pso: An informative path planner for a fleet of autonomous surface vehicles with heterogeneous sensing capabilities based on multi-objective pso

MJ Ten Kathen, FP Samaniego, IJ Flores… - IEEE Access, 2023 - ieeexplore.ieee.org
The importance of monitoring and evaluating the quality of water resources has significantly
grown over time. To achieve this effectively, an option is to employ an intelligent monitoring …

EA-based ASV trajectory planner for detecting cyanobacterial blooms in freshwater

G Carazo-Barbero, E Besada-Portas… - Proceedings of the …, 2023 - dl.acm.org
Cyanobacterial Blooms (CBs) constitute a relevant ecological and public health problem
since they often produce toxic metabolites that endanger the lives of many species, and they …

Cooperative Path Planning for Persistent Surveillance in Large‐Scale Environment with UAV‐UGV System

J Wang, K Yang, B Wu, J Wang - IEEJ Transactions on …, 2024 - Wiley Online Library
In this paper, we consider the path planning problem of the Unmanned Air‐Ground Vehicle
(UAV‐UGV) system for large‐scale environmental persistent surveillance. The goal is to …

A Cost-Aware Multi-Agent System for Black-Box Design Space Exploration

S Chen, AE Bayrak, Z Sha - Journal of …, 2025 - asmedigitalcollection.asme.org
Effective coordination of design teams must account for the influence of costs incurred while
searching for the best design solutions. This article introduces a cost-aware multi-agent …

Deep Reinforcement Multi-agent Learning framework for Information Gathering with Local Gaussian Processes for Water Monitoring

SY Luis, D Shutin, JM Gómez, DG Reina… - arXiv preprint arXiv …, 2024 - arxiv.org
The conservation of hydrological resources involves continuously monitoring their
contamination. A multi-agent system composed of autonomous surface vehicles is proposed …

Field Testing of a Stochastic Planner for ASV Navigation Using Satellite Images

P Huang, T Wang, F Shkurti… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We introduce a multisensor navigation system for autonomous surface vessels (ASVs)
intended for water-quality monitoring in freshwater lakes. Our mission planner uses satellite …

Informative Deep Reinforcement Path Planning for Heterogeneous Autonomous Surface Vehicles in large water resources

AM Barrionuevo, SY Luis, DG Reina, SLT Marín - IEEE Access, 2024 - ieeexplore.ieee.org
Water contamination in extensive aquatic resources is a pressing issue, especially during
current drought conditions across the world. To adress this, a novel approach involving a …

Simulation, Optimization and Control of Trajectories of ASVs Performing Hacbs Monitoring Missions in Lentic Waters

A González-Calvin, L García-Perez… - 2023 Winter …, 2023 - ieeexplore.ieee.org
Harmful Algaeand Cyanobacteria Blooms (HACBs) are dangerous dynamic processes for
the users/inhabitants of the hydric resources. Their development and contingency plans can …

Research on evolutionary game and intelligent monitoring in cross-regional water pollution control

Y Zhao, L Zhang, S Li - Environment, Development and Sustainability, 2024 - Springer
Water pollution has become a critical environmental issue that transcends regional
boundaries, posing significant challenges to policy formulation and monitoring efforts. This …