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249 Results Found

  • Article
  • Open Access
26 Citations
6,037 Views
24 Pages

Accurate Localization in Acoustic Underwater Localization Systems

  • Gianni Cario,
  • Alessandro Casavola,
  • Gianfranco Gagliardi,
  • Marco Lupia and
  • Umberto Severino

23 January 2021

In underwater localization systems several sources of error may impact in different ways the accuracy of the final position estimates. Through simulations and statistical analysis it is possible to identify and characterize such sources of error and...

(This article belongs to the Section Sensor Networks)
  • Feature Paper
  • Article
  • Open Access
13 Citations
7,673 Views
29 Pages

Underwater Acoustic Pulsed Source Localization with a Pair of Hydrophones

  • Emmanuel K. Skarsoulis,
  • George Piperakis,
  • Michael Kalogerakis,
  • Emmanuel Orfanakis and ,
  • Panagiotis Papadakis,
  • Stan. E. Dosso and
  • Alexandros Frantzis
  • + 2 authors+ 0 author

6 June 2018

A series of underwater acoustic localization experiments were conducted in the Eastern Mediterranean Sea to test the performance of a Bayesian method for localization of pulsed acoustic sources exploiting time differences between direct and surface-r...

(This article belongs to the Special Issue Advances in Undersea Remote Sensing)
  • Article
  • Open Access
102 Citations
9,419 Views
16 Pages

Energy Harvesting Hybrid Acoustic-Optical Underwater Wireless Sensor Networks Localization

  • Nasir Saeed,
  • Abdulkadir Celik,
  • Tareq Y. Al-Naffouri and
  • Mohamed-Slim Alouini

26 December 2017

Underwater wireless technologies demand to transmit at higher data rate for ocean exploration. Currently, large coverage is achieved by acoustic sensor networks with low data rate, high cost, high latency, high power consumption, and negative impact...

(This article belongs to the Special Issue Advances and Challenges in Underwater Sensor Networks)
  • Article
  • Open Access
2 Citations
3,003 Views
24 Pages

Coarse-to-Fine Localization of Underwater Acoustic Communication Receivers

  • Pan He,
  • Lu Shen,
  • Benjamin Henson and
  • Yuriy V. Zakharov

14 September 2022

For underwater acoustic (UWA) communication in sensor networks, the sensing information can only be interpreted meaningfully when the location of the sensor node is known. However, node localization is a challenging problem. Global Navigation Satelli...

(This article belongs to the Special Issue Feature Papers in Navigation and Positioning)
  • Article
  • Open Access
41 Citations
10,830 Views
16 Pages

27 April 2012

Localization is one of the most important issues associated with underwater acoustic sensor networks, especially when sensor nodes are randomly deployed. Given that it is difficult to deploy beacon nodes at predetermined locations, localization schem...

(This article belongs to the Special Issue Underwater Sensor Nodes and Underwater Sensor Networks)
  • Article
  • Open Access
11 Citations
5,507 Views
18 Pages

A Double Rate Localization Algorithm with One Anchor for Multi-Hop Underwater Acoustic Networks

  • Jingjie Gao,
  • Xiaohong Shen,
  • Ruiqin Zhao,
  • Haodi Mei and
  • Haiyan Wang

28 April 2017

Localization is a basic issue for underwater acoustic networks (UANs). Currently, most localization algorithms only perform well in one-hop networks or need more anchors which are not suitable for the underwater environment. In this paper, we propose...

(This article belongs to the Special Issue Advances and Challenges in Underwater Sensor Networks)
  • Review
  • Open Access
74 Citations
9,006 Views
25 Pages

3 January 2018

The water source, as a significant body of the earth, with a high value, serves as a hot topic to study Underwater Sensor Networks (UWSNs). Various applications can be realized based on UWSNs. Our paper mainly concentrates on the localization algorit...

(This article belongs to the Special Issue Advances and Challenges in Underwater Sensor Networks)
  • Article
  • Open Access
61 Citations
6,342 Views
14 Pages

1 February 2018

This paper addresses the target localization problems based on received signal strength (RSS) measurements in underwater acoustic wireless sensor network (UWSN). Firstly, the problems based on the maximum likelihood (ML) criterion for estimating targ...

(This article belongs to the Special Issue Underwater Acoustics, Communications and Information Processing)
  • Article
  • Open Access
9 Citations
3,840 Views
24 Pages

28 June 2018

Localization is one of the critical services in Underwater Acoustic Sensor Networks (UASNs). Due to harsh underwater environments, the nodes often move with currents continuously. Consequently, the acoustic signals usually propagate with varying spee...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
20 Citations
6,891 Views
24 Pages

Color Filtering Localization for Three-Dimensional Underwater Acoustic Sensor Networks

  • Zhihua Liu,
  • Han Gao,
  • Wuling Wang,
  • Shuai Chang and
  • Jiaxing Chen

12 March 2015

Accurate localization of mobile nodes has been an important and fundamental problem in underwater acoustic sensor networks (UASNs). The detection information returned from a mobile node is meaningful only if its location is known. In this paper, we p...

(This article belongs to the Special Issue Wireless Sensor Networks and the Internet of Things)
  • Article
  • Open Access
20 Citations
4,074 Views
21 Pages

Localization Based on MAP and PSO for Drifting-Restricted Underwater Acoustic Sensor Networks

  • Keyong Hu,
  • Xianglin Song,
  • Zhongwei Sun,
  • Hanjiang Luo and
  • Zhongwen Guo

25 December 2018

Localization is a critical issue for Underwater Acoustic Sensor Networks (UASNs). Existing localization algorithms mainly focus on localizing unknown nodes (location-unaware) by measuring their distances to beacon nodes (location-aware), whereas igno...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
11 Citations
3,951 Views
18 Pages

30 August 2021

The absence of global positioning system (GPS) signals and the influence of ocean currents are two of the main challenges facing the autonomy of autonomous underwater vehicles (AUVs). This paper proposes an acoustic localization-based tracking contro...

(This article belongs to the Special Issue Application of Surveying and Navigation Systems to Increase the Safety and Robustness of Maritime Operations)
  • Review
  • Open Access
1 Citations
1,521 Views
46 Pages

22 June 2026

The detection and localization of large underwater targets are important for maritime security, marine resource exploration, and underwater situational awareness, while the increasing acoustic stealth of underwater vehicles has limited conventional a...

(This article belongs to the Special Issue Advances in Autonomous Underwater Drones: 2nd Edition)
  • Article
  • Open Access
31 Citations
3,709 Views
16 Pages

20 May 2019

The received signal strength (RSS) based target localization problem in underwater acoustic wireless sensor networks (UWSNs) is considered. Two cases with respect to target transmit power are considered. For the first case, under the assumption that...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
1,962 Views
24 Pages

12 March 2025

The accurate and reliable localization and tracking of Autonomous Underwater Vehicles (AUVs) are essential for the success of various underwater missions, such as environmental monitoring, subsea resource exploration, and military operations. long-ba...

(This article belongs to the Special Issue Advances in Autonomy of Underwater Vehicles (AUVs))
  • Article
  • Open Access
543 Views
26 Pages

A Localization Method Based on Nonlinear Batch Processing for Non-Cooperative Underwater Acoustic Pulse Source

  • Xiaoyan Wang,
  • Yang Ye,
  • Haopeng Deng,
  • Yuntian Ji and ,
  • Hongli Cao and
  • Liang An
  • + 1 author+ 0 author

The position of a non-cooperative underwater pulse signal source can be estimated by applying target motion analysis techniques to the direction of arrival (DOA) and frequency of arrival (FOA) measurements obtained from a hydrophone array. However, t...

  • Article
  • Open Access
24 Citations
6,334 Views
17 Pages

21 December 2017

Target localization, which aims to estimate the location of an unknown target, is one of the key issues in applications of underwater acoustic sensor networks (UASNs). However, the constrained property of an underwater environment, such as restricted...

(This article belongs to the Special Issue Sensor Signal and Information Processing)
  • Article
  • Open Access
5 Citations
3,218 Views
17 Pages

11 September 2019

Self-localization has become one of the major areas of research in drifted underwater acoustic networks (DUANs) since many applications are based on the knowledge of nodes’ positions. However, self-localization for DUANs faces two main challeng...

(This article belongs to the Special Issue Underwater Sensor Networks)
  • Article
  • Open Access

3 November 2026

Boundary reflections are usually treated as interference in underwater acoustic localization, yet their position-dependent delays can form a virtual aperture for a single transceiver. This paper develops a geometry-constrained method for exploiting t...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
592 Views
28 Pages

Propagation-Time-Consistent Ray-Path Correction for Long-Baseline Underwater Acoustic Localization

  • Zhichao Lv,
  • Siyuan Wang,
  • Libin Du,
  • Gang Wang and ,
  • Kaiyan Han,
  • Fei Yu and
  • Guoli Song
  • + 2 authors+ 0 author

Non-uniform sound velocity profiles (SVPs) cause sound-ray refraction and propagation-path bending. The straight-line mapping among propagation time, propagation distance, and target position is, therefore, disrupted, leading to systematic errors in...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
24 Citations
4,008 Views
23 Pages

28 February 2019

Many applications of underwater sensor networks (UWSNs), such as target tracking, reconnaissance and surveillance, and marine life monitoring require information about the geographic locations of the sensed data. This makes the localization of sensor...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
21 Citations
3,501 Views
27 Pages

8 May 2019

Knowledge about the geographic coordinates of underwater sensor nodes is of primary importance for many applications and protocols of under water sensor networks (UWSNs) thus making localization of sensor nodes a crucial part of underwater network de...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
19 Citations
4,684 Views
14 Pages

19 October 2019

Groundwater is an important source of human activities, agriculture and industry. Underwater Acoustic Sensor Networks (UASNs) is one of the important technologies for marine environmental monitoring. Therefore, it is of great significance to study th...

(This article belongs to the Special Issue Sensor Data Processing, Privacy and Security Challenges for Internet of Things)
  • Article
  • Open Access
583 Views
26 Pages

20 July 2026

Accurate underwater acoustic localization is a key enabling capability for autonomous underwater vehicles and underwater drones, which cannot rely on satellite positioning while submerged and therefore depend on acoustic methods to determine their po...

(This article belongs to the Section Unmanned Surface and Underwater Drones)
  • Article
  • Open Access
6 Citations
2,495 Views
17 Pages

Research on Underwater Acoustic Source Localization Based on Typical Machine Learning Algorithms

  • Peilong Yuan,
  • Xiaochuan Wang,
  • Zhiqiang Zhang,
  • Jiawei Zhang and
  • Honggang Zhang

1 September 2025

Underwater acoustic source localization is formulated as a feature learning problem within a machine learning framework, where a data-driven approach directly extracts source distance features from hydroacoustic signals. This study systematically com...

  • Article
  • Open Access
477 Views
19 Pages

28 July 2026

This article investigates sensor placement strategies for 3-D time-of-arrival (TOA)-based target localization in underwater acoustic sensor networks (UASNs). To prevent the overestimation of localization performance common in idealized marine models,...

(This article belongs to the Special Issue Acoustic Sensors and Their Applications—2nd Edition)
  • Article
  • Open Access
15 Citations
5,075 Views
37 Pages

21 January 2021

Underwater acoustic sensor networks (UWASNs) can revolutionize the subsea domain by enabling low-cost monitoring of subsea assets and the marine environment. Accurate localization of the UWASNs is essential for these applications. In general, range-b...

(This article belongs to the Collection Underwater Sensor Networks and Internet of Underwater Things)
  • Article
  • Open Access
469 Views
18 Pages

Broadband direction-of-arrival (DOA) estimation using a single acoustic vector sensor (AVS) is an important problem in passive underwater source localization and underwater acoustic signal processing, especially for compact underwater platforms and p...

(This article belongs to the Special Issue Advanced Research in Underwater Acoustic Signal Processing)
  • Article
  • Open Access
30 Citations
7,750 Views
19 Pages

10 August 2020

Underwater acoustic localization is a useful technique applied to any military and civilian applications. Among the range-based underwater acoustic localization methods, the time difference of arrival (TDOA) has received much attention because it is...

(This article belongs to the Collection Underwater Sensor Networks and Internet of Underwater Things)
  • Article
  • Open Access
23 Citations
5,533 Views
20 Pages

Underwater Localization via Wideband Direction-of-Arrival Estimation Using Acoustic Arrays of Arbitrary Shape

  • Elizaveta Dubrovinskaya,
  • Veronika Kebkal,
  • Oleksiy Kebkal,
  • Konstantin Kebkal and
  • Paolo Casari

10 July 2020

Underwater sensing and remote telemetry tasks necessitate the accurate geo-location of sensor data series, which often requires underwater acoustic arrays. These are ensembles of hydrophones that can be jointly operated in order to, e.g., direct acou...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
382 Views
28 Pages

Quantum-Inspired Bio-Optimization for Robust Received Signal Strength-Based Underwater Target Localization in Noisy Stratified Acoustic Environments

  • Shiyi Han,
  • Xiaojun Mei,
  • Huafeng Wu,
  • Jiangfeng Xian and ,
  • Yuanyuan Zhang and
  • Xinqiang Chen
  • + 1 author+ 0 author

Robust underwater target localization is essential for marine sensing and monitoring. However, RSS-based localization is affected by ray bending caused by sound-speed variations, anchor-node position perturbations, and non-line-of-sight (NLOS) propag...

(This article belongs to the Special Issue Advanced Research in Underwater Acoustic Signal Processing)
  • Article
  • Open Access
8 Citations
1,408 Views
30 Pages

Energy-Efficient, Multi-Agent Deep Reinforcement Learning Approach for Adaptive Beacon Selection in AUV-Based Underwater Localization

  • Zahid Ullah Khan,
  • Hangyuan Gao,
  • Farzana Kulsoom,
  • Syed Agha Hassnain Mohsan and ,
  • Aman Muhammad and
  • Hassan Nazeer Chaudry
  • + 1 author+ 0 author

Accurate and energy-efficient localization of autonomous underwater vehicles (AUVs) remains a fundamental challenge due to the complex, bandwidth-limited, and highly dynamic nature of underwater acoustic environments. This paper proposes a fully adap...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
3,014 Views
13 Pages

Performance Assessment of the Innovative Autonomous Tool CETOSCOPE© Used in the Detection and Localization of Moving Underwater Sound Sources

  • Yann Doh,
  • Beverley Ecalle,
  • Fabienne Delfour,
  • Cyprien Pankowski and ,
  • Gildas Cozanet,
  • Guillaume Becouarn,
  • Marion Ovize,
  • Bertrand Denis and
  • Olivier Adam
  • + 4 authors+ 0 author

The detection and localization of acoustic sources remain technological challenges in bioacoustics, in particular, the tracking of moving underwater sound sources with a portable waterproof tool. For instance, this type of tool is important to descri...

(This article belongs to the Special Issue Feature Papers in Marine Biology)
  • Article
  • Open Access
8 Citations
3,057 Views
18 Pages

In-Lab Demonstration of an Underwater Acoustic Spiral Source

  • Ruben Viegas,
  • Friedrich Zabel and
  • Antonio Silva

20 May 2023

Underwater acoustic spiral sources can generate spiral acoustic fields where the phase depends on the bearing angle. This allows estimating the bearing angle of a single hydrophone relative to a single source and implementing localization equipment,...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
22 Citations
6,262 Views
20 Pages

17 December 2017

There are two different types of primary users (natural acoustic and artificial acoustic), and there is a long propagation delay for acoustic links in underwater cognitive acoustic networks (UCANs). Thus, the selection of a stable route is one of the...

(This article belongs to the Special Issue Underwater Acoustics, Communications and Information Processing)
  • Article
  • Open Access
7 Citations
3,222 Views
18 Pages

11 February 2021

In this paper, we focus on the problem of locating a scuba diver in distress using a sensor network. Without GPS reception, submerged divers in distress will transmit SOS messages using underwater acoustic communication. The study goal is to enable t...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
5 Citations
3,086 Views
24 Pages

11 July 2023

Accurate localization is a critical task in underwater navigation. Typical localization methods use a set of acoustic sensors and beacons to estimate relative position, whose geometric configuration has a significant impact on the localization accura...

(This article belongs to the Section Environmental Sensing)
  • Article
  • Open Access
15 Citations
3,297 Views
16 Pages

Model Free Localization with Deep Neural Architectures by Means of an Underwater WSN

  • Juan Parras,
  • Santiago Zazo,
  • Iván A. Pérez-Álvarez and
  • José Luis Sanz González

13 August 2019

In recent years, there has been a significant effort towards developing localization systems in the underwater medium, with current methods relying on anchor nodes, explicitly modeling the underwater channel or cooperation from the target. Lately, th...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
3 Citations
1,625 Views
43 Pages

Cooperative task allocation is one of the critical enablers for multi-Autonomous Underwater Vehicle (AUV) missions, but existing approaches often assume reliable communication that rarely holds in real underwater acoustic environments. We study here...

(This article belongs to the Special Issue Dynamics and Control of Marine Mechatronics)
  • Article
  • Open Access
259 Views
20 Pages

29 September 2026

Autonomous underwater vehicles require the integration of inertial, velocity, optical, and acoustic measurements for reliable underwater navigation where GPS signals are unavailable or intermittent. During a mission, the utility of these modalities m...

(This article belongs to the Section Environmental Sciences)
  • Article
  • Open Access
37 Citations
9,784 Views
22 Pages

2 March 2012

In this paper, we analyze the problem of acoustic ranging between sensor nodes in an underwater environment. The underwater medium is assumed to be composed of multiple isogradient sound speed profile (SSP) layers where in each layer the sound speed...

(This article belongs to the Special Issue Underwater Sensor Nodes and Underwater Sensor Networks)
  • Review
  • Open Access
79 Citations
8,151 Views
22 Pages

Review of Localization and Clustering in USV and AUV for Underwater Wireless Sensor Networks

  • Kaveripakam Sathish,
  • Ravikumar Chinthaginjala Venkata,
  • Rajesh Anbazhagan and
  • Giovanni Pau

11 January 2023

Oceanographic data collection, disaster prevention, aided navigation, critical observation sub-missions, contaminant screening, and seaward scanning are just a few of the submissions that use underwater sensor hubs. Unmanned submerged vehicles (USVs)...

  • Article
  • Open Access
52 Citations
15,650 Views
23 Pages

Design and Experimental Validation of a USBL Underwater Acoustic Positioning System

  • Joel Reis,
  • Marco Morgado,
  • Pedro Batista,
  • Paulo Oliveira and
  • Carlos Silvestre

14 September 2016

This paper presents the steps for developing a low-cost POrtableNavigation Tool for Underwater Scenarios (PONTUS) to be used as a localization device for subsea targets. PONTUS consists of an integrated ultra-short baseline acoustic positioning syste...

(This article belongs to the Special Issue Sensing Technologies for Autonomy and Cooperation in Underwater Networked Robot Systems)
  • Technical Note
  • Open Access
727 Views
20 Pages

14 August 2026

Passive localization of broadband impulsive sources in shallow water is particularly challenging when using a single hydrophone, especially over a sloping seabed. This study presents a novel single-hydrophone localization method for broadband impulsi...

(This article belongs to the Section Ocean Remote Sensing)
  • Article
  • Open Access
2 Citations
1,181 Views
23 Pages

Robust Underwater Vehicle Pose Estimation via Convex Optimization Using Range-Only Remote Sensing Data

  • Sai Krishna Kanth Hari,
  • Kaarthik Sundar,
  • José Braga,
  • João Teixeira and ,
  • Swaroop Darbha and
  • João Sousa
  • + 1 author+ 0 author

29 July 2025

Accurate localization plays a critical role in enabling underwater vehicle autonomy. In this work, we develop a robust infrastructure-based localization framework that estimates the position and orientation of underwater vehicles using only range mea...

(This article belongs to the Section Engineering Remote Sensing)
  • Article
  • Open Access
66 Citations
13,483 Views
29 Pages

A Reverse Localization Scheme for Underwater Acoustic Sensor Networks

  • Marjan Moradi,
  • Javad Rezazadeh and
  • Abdul Samad Ismail

29 March 2012

Underwater Wireless Sensor Networks (UWSNs) provide new opportunities to observe and predict the behavior of aquatic environments. In some applications like target tracking or disaster prevention, sensed data is meaningless without location informati...

(This article belongs to the Special Issue Underwater Sensor Nodes and Underwater Sensor Networks)
  • Article
  • Open Access
23 Citations
5,315 Views
20 Pages

Underwater acoustic localization (UWAL) is extremely challenging due to the multipath nature of extreme underwater environments, the sensor position uncertainty caused by unpredictable ocean currents, and the lack of underwater observation data due t...

(This article belongs to the Topic Advanced Sensors and Robotic Platform Technologies for the Exploration and Monitoring of Marine Ecosystems and Far Beyond)
  • Article
  • Open Access
11 Citations
4,108 Views
14 Pages

24 October 2021

In the field of underwater vision, image matching between the main two sensors (sonar and optical camera) has always been a challenging problem. The independent imaging mechanism of the two determines the modalities of the image, and the local featur...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
44 Citations
8,970 Views
23 Pages

Experimental Results of Underwater Cooperative Source Localization Using a Single Acoustic Vector Sensor

  • Paulo Felisberto,
  • Orlando Rodriguez,
  • Paulo Santos,
  • Emanuel Ey and
  • Sérgio M. Jesus

12 July 2013

This paper aims at estimating the azimuth, range and depth of a cooperative broadband acoustic source with a single vector sensor in a multipath underwater environment, where the received signal is assumed to be a linear combination of echoes of the...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
33 Citations
4,640 Views
16 Pages

To overcome the challenges of inadequate representation and ineffective information exchange stemming from feature homogenization in underwater acoustic target recognition, we introduce a hybrid network named Mobile_ViT, which synergizes MobileNet an...

(This article belongs to the Section Ocean Engineering)

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