Online Coverage Path Generation for Aquatic Environmental Monitoring with Multiple USVs through Constraint-based Control

In this paper, we address aquatic environmental monitoring with multiple Unmanned Surface Vehicles (USVs). In order to deal with the unignorable dynamic properties of the USVs and disturbances from the environment, we present a hierarchical control architecture such that the high-level control generates ideal paths in the sense of the monitoring performance and the low-level control is responsible for following the path while rejecting the disturbances. We then formulate a novel online path generation problem based on the formulation of so-called persistent coverage control. After transforming the cost minimization to a constraint-based specification, we design an online path generation mechanism based on the concept of the constraint-based control. The present system is demonstrated through simulation with both an idealized mathematical model and an identified USV model.

Authors

Institutions

Publication Details

Published
2024-08-21
DOI
https://doi.org/10.1109/ccta60707.2024.10666629
Citations
4
Primary Topic
Underwater Vehicles and Communication Systems
Type
article
Field-Weighted Citation Impact
1.34
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Online Coverage Path Generation for Aquatic Environmental Monitoring with Multiple USVs through Constraint-based Control

Takeshi Hatanaka, Yo Toyomoto, Toshiyuki Oshima
4 citations
Underwater Vehicles and Communication Systems
1.34
article

Online Coverage Path Generation for Aquatic Environmental Monitoring with Multiple USVs through Constraint-based Control

Takeshi Hatanaka, Yo Toyomoto, Toshiyuki Oshima
article en
4 citations

Abstract

In this paper, we address aquatic environmental monitoring with multiple Unmanned Surface Vehicles (USVs). In order to deal with the unignorable dynamic properties of the USVs and disturbances from the environment, we present a hierarchical control architecture such that the high-level control generates ideal paths in the sense of the monitoring performance and the low-level control is responsible for following the path while rejecting the disturbances. We then formulate a novel online path generation problem based on the formulation of so-called persistent coverage control. After transforming the cost minimization to a constraint-based specification, we design an online path generation mechanism based on the concept of the constraint-based control. The present system is demonstrated through simulation with both an idealized mathematical model and an identified USV model.

Tokyo Institute of Technology (JP)
Life in Land
Openalex Percentile: Top 21%
Underwater Vehicles and Communication Systems
1.34
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Online Coverage Path Generation for Aquatic Environmental Monitoring with Multiple USVs through Constraint-based Control — Takeshi Hatanaka, Yo Toyomoto, et al. · (2024) | TGRS Research Map | TGRS