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126 Results Found

  • Article
  • Open Access
53 Citations
7,819 Views
15 Pages

12 September 2019

The performance of bathymetric measurements by traditional methods (using manned vessels) in ultra-shallow waters, i.e., lakes, rivers, and sea beaches with a depth of less than 1 m, is often difficult or, in many cases, impossible due to problems re...

  • Review
  • Open Access
13 Citations
4,424 Views
23 Pages

This study provides an overview of the literature on multi-unmanned surface vessel (multi-USV) systems, addressing the increasing attention on formation control of USVs due to their enhanced task execution ability, efficiency, and robustness in compl...

  • Article
  • Open Access
4 Citations
2,171 Views
18 Pages

Parameter Identification of an Unmanned Surface Vessel Nomoto Model Based on an Improved Extended Kalman Filter

  • Sihang Lu,
  • Baolin Wang,
  • Zaopeng Dong,
  • Zhihao Hu,
  • Yilun Ding and
  • Wangsheng Liu

27 December 2024

The accurate nonlinear modeling of an unmanned surface vessel (USV) is essential for advanced control and operational performance. This paper combines the locally weighted regression (LWR) algorithm and the extended Kalman filter (EKF) for parameter...

  • Article
  • Open Access
19 Citations
4,397 Views
16 Pages

A LiDAR SLAM-Assisted Fusion Positioning Method for USVs

  • Wei Shen,
  • Zhisong Yang,
  • Chaoyu Yang and
  • Xin Li

1 February 2023

Confronted with unmanned surface vessel (USV) operations where GNSS signals are unavailable due to obscuration and other factors, a LiDAR SLAM-assisted fusion positioning method for USVs is proposed to combine GNSS/INS positioning with LiDAR-SLAM. Wh...

  • Article
  • Open Access
20 Citations
3,228 Views
26 Pages

5 September 2022

In this paper, we take a water quality testing Unmanned Surface Vessel (USV) as the research object. We propose a heading keeping strategy based on Human Simulated Intelligent Control (HSIC) algorithm and a trajectory tracking strategy under line-of-...

  • Technical Note
  • Open Access
7 Citations
3,796 Views
14 Pages

A Comparative Study of a Typical Glacial Lake in the Himalayas before and after Engineering Management

  • Zhaoye Zhou,
  • Xiaoqiang Cheng,
  • Donghui Shangguan,
  • Wangping Li,
  • Da Li,
  • Beibei He,
  • Meixia Wang,
  • Qing Ling,
  • Xiuxia Zhang and
  • Wei Chen
  • + 3 authors

30 December 2022

One of the main glacier-related natural hazards that are common to alpine locations is the occurrence of glacial lake outburst floods (GLOFs), which can seriously harm downstream towns and infrastructure. GLOFs have increased in frequency in the cent...

  • Article
  • Open Access
17 Citations
4,975 Views
33 Pages

With the significant role that Unmanned Surface Vessels (USVs) could play in industry, the military and the transformation of ocean engineering, a growing research interest in USVs is attracted to their innovation, new technology and automation. Yet,...

  • Article
  • Open Access
2 Citations
936 Views
28 Pages

Trajectory Tracking of Unmanned Surface Vessels Based on Robust Neural Networks and Adaptive Control

  • Ziming Wang,
  • Chunliang Qiu,
  • Zaopeng Dong,
  • Shaobo Cheng,
  • Long Zheng and
  • Shunhuai Chen

In this paper, a robust neural adaptive controller is proposed for the trajectory tracking control problem of unmanned surface vessels (USVs), considering model uncertainty, time-varying environmental disturbance, and actuator saturation. First, meas...

  • Article
  • Open Access
2 Citations
782 Views
23 Pages

10 September 2025

With the increasing deployment of unmanned surface vessels (USVs) in complex marine operations such as ocean monitoring, search and rescue, and military reconnaissance, precise heading control under environmental disturbances and system delays has be...

  • Article
  • Open Access
4 Citations
4,385 Views
20 Pages

Unmanned Surface Vessels (USVs) have witnessed an increasing growth in demand for development due to their compactness, mobility and maneuverability, which make them well-suited for environmental monitoring on narrow water in Vietnam in particular an...

  • Feature Paper
  • Article
  • Open Access
6 Citations
3,022 Views
23 Pages

Verification and Validation of Hybridspectral Radiometry Obtained from an Unmanned Surface Vessel (USV) in the Open and Coastal Oceans

  • Stanford B. Hooker,
  • Henry F. Houskeeper,
  • Randall N. Lind,
  • Raphael M. Kudela and
  • Koji Suzuki

23 February 2022

The hardware and software capabilities of the compact-profiling hybrid instrumentation for radiometry and ecology (C-PHIRE) instruments on an unmanned surface vessel (USV) are evaluated. Both the radiometers and USV are commercial-off-the-shelf (COTS...

  • Article
  • Open Access
24 Citations
5,492 Views
17 Pages

Methodology for Performing Territorial Sea Baseline Measurements in Selected Waterbodies of Poland

  • Mariusz Specht,
  • Cezary Specht,
  • Mariusz Wąż,
  • Krzysztof Naus,
  • Artur Grządziel and
  • Dominik Iwen

29 July 2019

Baselines are used to establish the maritime boundaries of a coastal state which include the territorial sea, contiguous zone, exclusive economic zone and continental shelf; thus, they are instrumental in implementing state maritime policy. For Polan...

  • Article
  • Open Access
13 Citations
2,725 Views
18 Pages

12 October 2023

The identification and classification of obstacles in navigable and non-navigable regions, as well as the measurement of distances, are crucial topics of investigation in the field of autonomous navigation for unmanned surface vehicles (USVs). Curren...

  • Article
  • Open Access
6 Citations
3,386 Views
23 Pages

16 August 2023

In the Internet of Vessels (IoV), it is difficult for any unmanned surface vessel (USV) to work as a coordinator to establish full communication connections (FCCs) among USVs due to the lack of communication connections and the complex natural enviro...

  • Article
  • Open Access
40 Citations
7,187 Views
29 Pages

Focusing on the collision avoidance problem for Unmanned Surface Vehicles (USVs) in the scenario of multi-vessel encounters, a USV autonomous obstacle avoidance algorithm based on the improved velocity obstacle method is proposed. The algorithm is co...

  • Article
  • Open Access
38 Citations
6,341 Views
10 Pages

Collision Avoidance Algorithm Based on COLREGs for Unmanned Surface Vehicle

  • Hyo-Gon Kim,
  • Sung-Jo Yun,
  • Young-Ho Choi,
  • Jae-Kwan Ryu and
  • Jin-Ho Suh

Recently, unmanned surface vehicles (USV) are being actively developed. For USVs to be put to practical use, it is necessary to secure safety by preventing collisions with general ships. To this end, USVs must avoid opposing vessels based on internat...

  • Review
  • Open Access
8 Citations
4,134 Views
21 Pages

4 September 2024

Research on unmanned surface vessels (USVs) has evolved significantly in recent decades. In particular, intelligent navigation technology has progressed from theoretical concepts to practical applications. As USV research in ocean engineering advance...

  • Article
  • Open Access
41 Citations
9,328 Views
22 Pages

In this paper, we propose three cooperative operational modes of manned and unmanned submersibles for a range of different deep-sea application scenarios. For large-scale exploration, a lander or an unmanned surface vehicle (USV) is paired with one o...

  • Review
  • Open Access
170 Citations
27,638 Views
44 Pages

A Survey on Unmanned Surface Vehicles for Disaster Robotics: Main Challenges and Directions

  • Vitor A. M. Jorge,
  • Roger Granada,
  • Renan G. Maidana,
  • Darlan A. Jurak,
  • Guilherme Heck,
  • Alvaro P. F. Negreiros,
  • Davi H. dos Santos,
  • Luiz M. G. Gonçalves and
  • Alexandre M. Amory

8 February 2019

Disaster robotics has become a research area in its own right, with several reported cases of successful robot deployment in actual disaster scenarios. Most of these disaster deployments use aerial, ground, or underwater robotic platforms. However, t...

  • Article
  • Open Access
21 Citations
3,708 Views
19 Pages

28 October 2020

Unmanned Surface Vehicles (USV) are increasingly used to perform numerous tasks connected with measurements in inland waters and seas. One of such target applications is hydrography, where traditional (manned) bathymetric measurements are increasingl...

  • Article
  • Open Access
6 Citations
3,503 Views
19 Pages

With active research being conducted on maritime autonomous surface ships, it is becoming increasingly necessary to ensure the safety of unmanned surface vehicles (USVs). In this context, a key task is to correct their paths to avoid obstacles. This...

  • Article
  • Open Access
674 Views
25 Pages

An Intelligent Semantic Segmentation Network for Unmanned Surface Vehicle Navigation

  • Mingzhi Shao,
  • Xin Liu,
  • Xuejun Yan,
  • Yabin Li,
  • Wenchao Cui,
  • Chengmeng Sun and
  • Changshi Xiao

17 October 2025

With the development of artificial intelligence neural networks, semantic segmentation has received more and more attention in the field of ocean engineering, especially in the fields of unmanned vessels and drones. However, challenges such as limite...

  • Article
  • Open Access
53 Citations
11,842 Views
18 Pages

Vision-Based Autonomous Landing of a Quadrotor on the Perturbed Deck of an Unmanned Surface Vehicle

  • Riccardo Polvara,
  • Sanjay Sharma,
  • Jian Wan,
  • Andrew Manning and
  • Robert Sutton

14 April 2018

Autonomous landing on the deck of an unmanned surface vehicle (USV) is still a major challenge for unmanned aerial vehicles (UAVs). In this paper, a fiducial marker is located on the platform so as to facilitate the task since it is possible to retri...

  • Article
  • Open Access
8 Citations
3,298 Views
22 Pages

12 October 2024

This paper explores the cooperative control of unmanned surface vessels (USVs) and unmanned aerial vehicles (UAVs) in maritime rescue and coastal surveillance. The USV-UAV system faces challenges of disturbances and substantial inertia-induced oversh...

  • Article
  • Open Access
2 Citations
1,203 Views
27 Pages

This paper addresses the challenge of conducting cover searches for unmanned surface vessels operating in unknown waters. To tackle this problem, we propose a cover algorithm that combines job partitioning with a joint network protocol. The algorithm...

  • Article
  • Open Access
16 Citations
3,212 Views
22 Pages

10 December 2023

This paper investigates the cooperative formation trajectory tracking problem for heterogeneous unmanned aerial vehicle (UAV) and multiple unmanned surface vessel (USV) systems with collision avoidance performance. Firstly, a formation control protoc...

  • Article
  • Open Access
23 Citations
3,566 Views
17 Pages

15 March 2022

An underactuated unmanned surface vessel (USV) is a nonholonomic system, in which trajectory tracking is a challenging problem that has drawn more and more attention from researchers recently. The control of trajectory tracking is of critical importa...

  • Article
  • Open Access
1 Citations
2,434 Views
11 Pages

2 November 2022

Effective testing of new sensing technologies requires realistic yet deterministic test ranges. The advancements in customizable, adaptive unmanned surface vessels (USV) have contributed to the increasing presence of USVs completing maritime site cha...

  • Article
  • Open Access
1,313 Views
20 Pages

25 November 2024

Coastal water accidents have occurred frequently in recent years, and human factors are still the main cause of these accidents. The purpose of this study is to provide a better and safer solution for the symmetry problem of unmanned surface vessels...

  • Article
  • Open Access
39 Citations
12,862 Views
30 Pages

The Autonomous Underwater Vehicle Integrated with the Unmanned Surface Vessel Mapping the Southern Ionian Sea. The Winning Technology Solution of the Shell Ocean Discovery XPRIZE

  • Karolina Zwolak,
  • Rochelle Wigley,
  • Aileen Bohan,
  • Yulia Zarayskaya,
  • Evgenia Bazhenova,
  • Wetherbee Dorshow,
  • Masanao Sumiyoshi,
  • Seeboruth Sattiabaruth,
  • Jaya Roperez and
  • Mohamed Elsaied Abou-Mahmoud
  • + 8 authors

23 April 2020

The methods of data collection, processing, and assessment of the quality of the results of a survey conducted at the Southern Ionian Sea off the Messinian Peninsula, Greece are presented. Data were collected by the GEBCO-Nippon Foundation Alumni Tea...

  • Review
  • Open Access
9 Citations
13,522 Views
29 Pages

Operative Unmanned Surface Vessels (USVs): A Review of Market-Ready Solutions

  • Emerson Martins de Andrade,
  • Joel Sena Sales and
  • Antonio Carlos Fernandes

Unmanned Surface Vehicles (USVs) have emerged as key enablers of autonomous maritime operations, offering innovative solutions across multiple industries, including defense, oceanography, offshore energy, and logistics. This review examines the curre...

  • Article
  • Open Access
3 Citations
2,620 Views
27 Pages

8 September 2024

In addressing the high costs, inefficiencies, and limitations of purely digital simulations in maritime trials for unmanned vessel path planning, this paper introduces a ship virtual path planning simulation test system. This system, unbound by tempo...

  • Article
  • Open Access
24 Citations
4,299 Views
20 Pages

In order to ensure the safe navigation of USVs (unmanned surface vessels) and real-time collision avoidance, this study conducts global and local path planning for USVs in a variable dynamic environment, while local path planning is proposed under th...

  • Article
  • Open Access
6 Citations
2,466 Views
21 Pages

10 December 2023

Recently, unmanned aerial vehicle (UAV)-assisted maritime communication systems have drawn considerable attention due to their potential for broadband maritime communication applications. However, their limited energy resources remains a critical iss...

  • Article
  • Open Access
23 Citations
5,366 Views
18 Pages

8 May 2023

Ship collision avoidance is a complex process that is influenced by numerous factors. In this study, we propose a novel method called the Optimal Collision Avoidance Point (OCAP) for unmanned surface vehicles (USVs) to determine when to take appropri...

  • Article
  • Open Access
50 Citations
4,348 Views
17 Pages

1 December 2022

Unmanned surface vessels (USVs) are required to follow a path during a task. This is essential for the USV, especially when following a curvilinear path or considering the interference of waves, and this work has been proven to be complicated. In thi...

  • Article
  • Open Access
14 Citations
5,750 Views
19 Pages

Autonomous Shallow Water Hydrographic Survey Using a Proto-Type USV

  • Laurențiu-Florin Constantinoiu,
  • Mariana Bernardino and
  • Eugen Rusu

Maritime unmanned systems (MUS) have gained widespread usage in a diverse range of hydrographic survey activities, including harbor/port surveys, beach and coastline monitoring, environmental assessment, and military operations. The present article e...

  • Article
  • Open Access
879 Views
22 Pages

24 September 2025

This paper addresses the path tracking problem of underactuated unmanned surface vessels (USVs) in the presence of unknown external disturbances. A fixed-time adaptive integral sliding mode control (AISMC) method, incorporating a nonlinear disturbanc...

  • Article
  • Open Access
1 Citations
1,302 Views
20 Pages

16 February 2025

This study uses a port-Hamiltonian framework to address trajectory tracking control for unmanned surface vessels (USVs) under unknown disturbances. A passivity-based sliding mode controller is designed, integrating adaptive disturbance estimation and...

  • Article
  • Open Access
1 Citations
1,762 Views
29 Pages

Unmanned surface vehicles (USVs) face significant challenges in long-term operations in complex and dynamic marine environments. These include abnormal attitudes, low accuracy in navigation attitude prediction, and difficulties in maintaining operati...

  • Review
  • Open Access
19 Citations
14,657 Views
38 Pages

Small Unmanned Surface Vessels—A Review and Critical Analysis of Relations to Safety and Safety Assurance of Larger Autonomous Ships

  • Victor Bolbot,
  • Andrei Sandru,
  • Ture Saarniniemi,
  • Otto Puolakka,
  • Pentti Kujala and
  • Osiris A. Valdez Banda

18 December 2023

Autonomous ships represent an emerging paradigm within the maritime sector, poised to bring multiple advantages. Although numerous prototypes have been developed, the deployment of large autonomous ships has predominantly remained confined to domesti...

  • Article
  • Open Access
13 Citations
2,444 Views
21 Pages

1 December 2022

Marine transportation and operations have attracted the attention of more and more countries and scholars in recent years. A full-state finite time feedback control scheme is designed for the model parameters uncertainty, unknown ocean environment di...

  • Article
  • Open Access
4 Citations
1,752 Views
19 Pages

23 August 2023

This paper investigates the challenging problem of fixed-time formation trajectory tracking control for multiple unmanned surface vessels (USVs) affected by uncertain model dynamics, time-varying external ocean disturbances, as well as input saturati...

  • Article
  • Open Access
1 Citations
1,362 Views
22 Pages

23 August 2024

To reduce missed detections in LiDAR-based obstacle detection, this paper proposes a dual unmanned surface vessels (USVs) obstacle detection method using the MGNN-DANet template matching framework. Firstly, point cloud templates for each USV are crea...

  • Article
  • Open Access
6 Citations
4,925 Views
20 Pages

Design and Implementation of a Low-Cost Intelligent Unmanned Surface Vehicle

  • Piyabhum Chaysri,
  • Christos Spatharis,
  • Kostas Vlachos and
  • Konstantinos Blekas

20 May 2024

This article describes the design and construction journey of a self-developed unmanned surface vehicle (USV). In order to increase the accessibility and lower the barrier of entry we propose a low-cost (under EUR 1000) approach to the vessel constru...

  • Article
  • Open Access
10 Citations
2,873 Views
18 Pages

30 November 2023

The underactuated unmanned surface vessel (USV) has been identified as a promising solution for future maritime transport. However, the challenges of precise trajectory tracking and obstacle avoidance remain unresolved for USVs. To this end, this pap...

  • Technical Note
  • Open Access
33 Citations
6,341 Views
19 Pages

The Use of USV to Develop Navigational and Bathymetric Charts of Yacht Ports on the Example of National Sailing Centre in Gdańsk

  • Mariusz Specht,
  • Cezary Specht,
  • Maciej Szafran,
  • Artur Makar,
  • Paweł Dąbrowski,
  • Henryk Lasota and
  • Piotr Cywiński

11 August 2020

Apart from extensive infrastructure protection, modern yacht ports should primarily provide vessels with navigational safety associated with their maneuvering on the approach fairway, as well as mooring in the port aquatory. For this reason, yachts e...

  • Article
  • Open Access
31 Citations
4,295 Views
15 Pages

A self-organizing cooperation strategy for multiple unmanned surface vessels (USVs) to pursue intelligent evaders in the case of a dynamic obstacle vessel is proposed. Firstly, a self-organizing cooperative hunting strategy is proposed to form an Apo...

  • Technical Note
  • Open Access
4 Citations
2,931 Views
15 Pages

9 July 2024

In contrast to classic hydrographic cutters, unmanned surface vehicles, due to their size, ease of transport and the equipment installed, enable the performance of quick and cost-effective bottom inspections in various water areas. Thanks to their sh...

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