Water quality online modeling using multi-objective and multi-agent Bayesian Optimization with region partitioning

F Peralta, DG Reina, S Toral - Mechatronics, 2023 - Elsevier
Monitoring water resources and their quality is an activity that is gaining more importance
through the years. Efficient and intelligent monitoring systems must be developed by taking …

Monitoring peak pollution points of water resources with autonomous surface vehicles using a pso-based informative path planner

MJ Ten Kathen, P Johnson, IJ Flores… - Mobile Robot: Motion …, 2023 - Springer
The preservation of water resources is an increasingly urgent issue. Therefore, monitoring
the water quality of these resources is a very important task so that appropriate actions could …

Performance evaluation of aquafel-pso informative path planner under different contamination profiles

MJT Kathen, F Peralta, P Johnson… - Data Analytics and …, 2023 - Springer
Abstract The use of Autonomous Surface Vehicles allows streamlining the task of monitoring
the water quality parameters of water resources, reducing costs and time spent. In addition …

Multi-objective path planning for environmental monitoring using an autonomous surface vehicle

F Peralta, M Pearce, M Poloczek, DG Reina… - Proceedings of the …, 2022 - dl.acm.org
Intelligent environmental monitoring is an exciting and impactful use case of autonomous
vehicles. In this work, we explore measuring water quality parameters via a battery-powered …

Informative Path Planning Based on Swarm Intelligence for a Fleet of Autonomous Surface Vehicles forWater Resource Monitoring

MC Jara Ten Kathen - 2023 - repositorio.uloyola.es
The preservation, monitoring, and management of extensive water resources have
presented significant challenges in recent decades. To maintain the quality of these water …

Informative path planning based on swarm intelligence for a fleet of autonomous surface vehicles for water resource monitoring

MJ Ten Kathen - 2023 - search.proquest.com
The preservation, monitoring, and management of extensive water resources have
presented significant challenges in recent decades. To maintain the quality of these water …

[引用][C] Intelligent Online Water Quality Monitoring through multiple Autonomous Surface Vehicles using the Bayesian Optimization Framework

[引用][C] Aplicación de algoritmos Deep Policy Iteration en vehículos acuáticos para el patrullaje autónomo de escenarios medioambientales

JM Jurado Polvillo - 2022