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53 Results Found

  • Article
  • Open Access
11 Citations
2,044 Views
21 Pages

A Dynamic Trust Model for Underwater Sensor Networks Fusing Deep Reinforcement Learning and Random Forest Algorithm

  • Beibei Wang,
  • Xiufang Yue,
  • Yonglei Liu,
  • Kun Hao,
  • Zhisheng Li and
  • Xiaofang Zhao

17 April 2024

Underwater acoustic sensor networks (UASNs) are vital for applications like marine environmental monitoring, disaster prediction, and national defense security. Due to the prolonged exposure of underwater sensor nodes in unattended and potentially ho...

  • Article
  • Open Access
24 Citations
4,523 Views
24 Pages

16 July 2018

In underwater acoustic sensor networks (UASNs), medium access control (MAC) is an important issue because of its potentially significant effect on the network performance. However, designing a suitable MAC protocol for the UASN is challenging because...

  • Article
  • Open Access
2 Citations
1,485 Views
24 Pages

24 July 2024

In the framework of the space-air-ground-ocean integrated network, the underwater acoustic sensor network (UASN) plays a pivotal role. The design of media access control (MAC) protocols is essential for the UASN to ensure efficient and reliable data...

  • Article
  • Open Access
4 Citations
5,416 Views
16 Pages

8 March 2016

The transmission speed of acoustic waves in water is much slower than that of radio waves in terrestrial wireless sensor networks. Thus, the propagation delay in underwater acoustic sensor networks (UASN) is much greater. Longer propagation delay lea...

  • Article
  • Open Access
9 Citations
1,989 Views
22 Pages

2 September 2023

The underwater acoustic sensor network (UASN) plays a crucial role in collecting real-time data from remote areas of the ocean. However, the deployment of UASN poses significant challenges due to the demanding environmental conditions and the conside...

  • Article
  • Open Access
22 Citations
5,940 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...

  • Article
  • Open Access
750 Views
22 Pages

Efficient and timely data collection in Underwater Acoustic Sensor Networks (UASNs) for Internet of Underwater Things (IoUT) applications remains a significant challenge due to the inherent limitations of the underwater environment. This paper presen...

  • Article
  • Open Access
19 Citations
6,481 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...

  • Review
  • Open Access
42 Citations
7,014 Views
29 Pages

Game Theory-Based Cooperation for Underwater Acoustic Sensor Networks: Taxonomy, Review, Research Challenges and Directions

  • Dalhatu Muhammed,
  • Mohammad Hossein Anisi,
  • Mahdi Zareei,
  • Cesar Vargas-Rosales and
  • Anwar Khan

1 February 2018

Exploring and monitoring the underwater world using underwater sensors is drawing a lot of attention these days. In this field cooperation between acoustic sensor nodes has been a critical problem due to the challenging features such as acoustic chan...

  • Article
  • Open Access
4 Citations
3,711 Views
16 Pages

Distributed Learning for Dynamic Channel Access in Underwater Sensor Networks

  • Huicheol Shin,
  • Yongjae Kim,
  • Seungjae Baek and
  • Yujae Song

7 September 2020

In this study, the problem of dynamic channel access in distributed underwater acoustic sensor networks (UASNs) is considered. First, we formulate the dynamic channel access problem in UASNs as a multi-agent Markov decision process, wherein each unde...

  • Article
  • Open Access
198 Citations
19,736 Views
28 Pages

A Survey on Underwater Acoustic Sensor Network Routing Protocols

  • Ning Li,
  • José-Fernán Martínez,
  • Juan Manuel Meneses Chaus and
  • Martina Eckert

22 March 2016

Underwater acoustic sensor networks (UASNs) have become more and more important in ocean exploration applications, such as ocean monitoring, pollution detection, ocean resource management, underwater device maintenance, etc. In underwater acoustic se...

  • Article
  • Open Access
138 Citations
13,419 Views
19 Pages

9 February 2012

Deploying a multi-hop underwater acoustic sensor network (UASN) in a large area brings about new challenges in reliable data transmissions and survivability of network due to the limited underwater communication range/bandwidth and the limited energy...

  • Article
  • Open Access
11 Citations
3,310 Views
24 Pages

8 March 2023

Underwater acoustic channels are characterized by long propagation delay, limited available bandwidth and high energy costs. These unique characteristics bring challenges to design media access control (MAC) protocol for underwater acoustic sensor ne...

  • Proceeding Paper
  • Open Access
1,236 Views
10 Pages

Novel and Optimized Efficient Transmission Using Dynamic Routing Technique for Underwater Acoustic Sensor Networks

  • Swapna Babu,
  • Bhuvaneswari Subramanian,
  • Sujitha Madhavadhas,
  • Kavitha Ganesan,
  • Manjula Dhandapani and
  • Surendiran Muthukumar Deva

20 December 2023

Underwater acoustic sensor networks involve deploying sensors underwater in order to establish a wireless network framework aimed at discovering new resources, detecting targets, and monitoring pollution. However, the primary challenge in these netwo...

  • Article
  • Open Access
11 Citations
2,415 Views
22 Pages

6 December 2022

With the advancements in wireless sensor networks and the Internet of Underwater Things (IoUT), underwater acoustic sensor networks (UASNs) have attracted much attention, which has also been widely used in marine engineering exploration and disaster...

  • Article
  • Open Access
10 Citations
3,070 Views
34 Pages

Data Gathering in UWA Sensor Networks: Practical Considerations and Lessons from Sea Trials

  • Nils Morozs,
  • Benjamin Sherlock,
  • Benjamin T. Henson,
  • Jeffrey A. Neasham,
  • Paul D. Mitchell and
  • Yuriy Zakharov

8 September 2022

Underwater acoustic (UWA) network protocol design is a challenging task due to several factors, such as slow propagation of acoustic waves, low frequency bandwidth and high bit error and frame error rates often encountered in real UWA environments. I...

  • Article
  • Open Access
17 Citations
3,164 Views
26 Pages

14 November 2020

Cooperative transmission is a promising technology for underwater acoustic sensor networks (UASNs) to ensure the effective collection of underwater information. In this paper, we study the joint relay selection and power allocation problem to maximiz...

  • Article
  • Open Access
15 Citations
3,568 Views
18 Pages

27 May 2020

Medium access control (MAC) protocol is an important link for achieving networks function in any wireless networks; an efficient and reliable MAC protocol is crucial for an effective underwater acoustic sensor networks (UASNs). Significant difference...

  • Article
  • Open Access
21 Citations
5,467 Views
16 Pages

Probabilistic Neighborhood-Based Data Collection Algorithms for 3D Underwater Acoustic Sensor Networks

  • Guangjie Han,
  • Shanshan Li,
  • Chunsheng Zhu,
  • Jinfang Jiang and
  • Wenbo Zhang

8 February 2017

Marine environmental monitoring provides crucial information and support for the exploitation, utilization, and protection of marine resources. With the rapid development of information technology, the development of three-dimensional underwater acou...

  • Article
  • Open Access
12 Citations
2,128 Views
16 Pages

16 January 2024

Underwater acoustic sensor networks (UASNs) are critical to a range of applications from oceanographic data collection to submarine surveillance. In these networks, efficient energy management is critical due to the limited power resources of underwa...

  • Article
  • Open Access
18 Citations
5,456 Views
16 Pages

7 September 2016

Underwater Acoustic Sensor Networks (UASNs) have attracted increasing interest in recent years due to their extensive commercial and military applications. However, the harsh underwater channel causes many challenges for the design of reliable underw...

  • Article
  • Open Access
3 Citations
1,491 Views
13 Pages

4 December 2023

When marine animals and underwater acoustic sensor networks (UASNs) share spectrum resources, problems such as serious harm caused to marine animals by underwater acoustic systems and scarcity of underwater spectrum resources are encountered. To addr...

  • Article
  • Open Access
12 Citations
3,549 Views
19 Pages

27 November 2018

Underwater Acoustic Sensor Networks (UASNs) have become one of the promising technologies for exploring underwater natural resources and collecting scientific data from the aquatic environment. As obstacles hinder the communications among sensor node...

  • Article
  • Open Access
1 Citations
1,350 Views
20 Pages

27 July 2023

Energy-efficient and reliable underwater acoustic communication attracts a lot of research due to special marine communication conditions with limited resources in underwater acoustic sensor networks (UASNs). In their final analysis, the existing stu...

  • Article
  • Open Access
14 Citations
5,177 Views
19 Pages

Self-Organizing and Scalable Routing Protocol (SOSRP) for Underwater Acoustic Sensor Networks

  • Sateesh Kumar Hindu,
  • Waheeduddin Hyder,
  • Miguel-Angel Luque-Nieto,
  • Javier Poncela and
  • Pablo Otero

16 July 2019

Underwater Acoustic Sensor Networks (UASN) have two important limitations: a very aggressive (marine) environment, and the use of acoustic signals. This means that the techniques for terrestrial wireless sensor networks (WSN) are not applicable. This...

  • Article
  • Open Access
9 Citations
3,115 Views
19 Pages

Self-Organized Proactive Routing Protocol for Non-Uniformly Deployed Underwater Networks

  • Waheeduddin Hyder,
  • Miguel-Ángel Luque-Nieto,
  • Javier Poncela and
  • Pablo Otero

12 December 2019

Electromagnetic (EM) waves cannot propagate more than few meters in sea water due to the high absorption rate. Acoustic waves are more suitable for underwater communication, but they travel very slowly compared to EM waves. The typical speed of acous...

  • Article
  • Open Access
5 Citations
2,737 Views
32 Pages

Energy-Efficient and Trust-Based Autonomous Underwater Vehicle Scheme for 6G-Enabled Internet of Underwater Things

  • Altaf Hussain,
  • Shuaiyong Li,
  • Tariq Hussain,
  • Razaz Waheeb Attar,
  • Ahmed Alhomoud,
  • Reem Alsagri and
  • Khalid Zaman

6 January 2025

This paper introduces a novel energy-efficient lightweight, void hole avoidance, localization, and trust-based scheme, termed as Energy-Efficient and Trust-based Autonomous Underwater Vehicle (EETAUV) protocol designed for 6G-enabled underwater acous...

  • Article
  • Open Access
17 Citations
4,255 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...

  • Feature Paper
  • Article
  • Open Access
2 Citations
3,480 Views
9 Pages

25 May 2021

This paper investigates the use of underwater acoustic sensor networks (UASNs) for subsea asset monitoring. In particular, we focus on the use cases involving the deployment of networks with line topologies, e.g., for monitoring oil and gas pipelines...

  • Article
  • Open Access
11 Citations
3,696 Views
18 Pages

Underwater acoustic sensor networks (UASNs) can effectively detect and track targets and therefore play an important role in underwater detection technology. To protect a target from being detected by UASNs, a distributed barrage jamming layout strat...

  • Article
  • Open Access
15 Citations
3,355 Views
19 Pages

10 January 2020

In the design of media access control (MAC) mechanism in underwater acoustic sensor networks (UASNs), due to the propagation characteristic of low-speed underwater acoustic signals, it is necessary to solve the spatial–temporal uncertainty prob...

  • Article
  • Open Access
389 Views
17 Pages

1 November 2025

The slow propagation speed of acoustic waves in water leads to significant variations and random fluctuations in communication delays among underwater acoustic sensor network (UASN) nodes. Conventional deep reinforcement learning (DRL)-based underwat...

  • Article
  • Open Access
13 Citations
2,569 Views
24 Pages

30 September 2021

Topology control is one of the most essential technologies in wireless sensor networks (WSNs); it constructs networks with certain characteristics through the usage of some approaches, such as power control and channel assignment, thereby reducing th...

  • Article
  • Open Access
21 Citations
3,582 Views
22 Pages

4 May 2023

Underwater acoustic sensor networks (UASNs) are challenged by the dynamic nature of the underwater environment, large propagation delays, and global positioning system (GPS) signal unavailability, which make traditional medium access control (MAC) pr...

  • Article
  • Open Access
7 Citations
4,081 Views
24 Pages

DAMAC: A Delay-Aware MAC Protocol for Ad Hoc Underwater Acoustic Sensor Networks

  • Ahmed Al Guqhaiman,
  • Oluwatobi Akanbi,
  • Amer Aljaedi,
  • Adel R. Alharbi and
  • C. Edward Chow

2 August 2021

In a channel shared by several nodes, the scheduling algorithm is a key factor to avoiding collisions in the random access-based approach. Commonly, scheduling algorithms can be used to enhance network performance to meet certain requirements. Theref...

  • Article
  • Open Access
25 Citations
3,753 Views
17 Pages

1 August 2018

Coverage maintenance is a bottleneck restricting the development of underwater acoustic sensor networks (UASNs). Since the energy of the nodes is limited, the coverage of UASNs may gradually decrease as the network operates. Thus, energy-saving cover...

  • Article
  • Open Access
5 Citations
1,552 Views
22 Pages

Node Load and Location-Based Clustering Protocol for Underwater Acoustic Sensor Networks

  • Haodi Mei,
  • Haiyan Wang,
  • Xiaohong Shen,
  • Zhe Jiang,
  • Yongsheng Yan,
  • Lin Sun and
  • Weiliang Xie

Clustering protocols for underwater acoustic sensor networks (UASNs) have gained widespread attention due to their importance in reducing network complexity. Congestion occurs when the intra-cluster load is greater than the upper limit of the intra-c...

  • Article
  • Open Access
4 Citations
5,925 Views
23 Pages

7 March 2014

This paper proposes a practical low-complexity MAC (medium access control) scheme for quality of service (QoS)-aware and cluster-based underwater acoustic sensor networks (UASN), in which the provision of differentiated QoS is required. In such a net...

  • Article
  • Open Access
6 Citations
1,343 Views
21 Pages

Modified Ant Colony Optimization to Improve Energy Consumption of Cruiser Boundary Tour with Internet of Underwater Things

  • Hadeel Mohammed,
  • Mustafa Ibrahim,
  • Ahmed Raoof,
  • Amjad Jaleel and
  • Ayad Q. Al-Dujaili

17 February 2025

The Internet of Underwater Things (IoUT) holds significant promise for developing a smart ocean. In recent years, there has been swift progress in data collection methods using autonomous underwater vehicles (AUVs) within underwater acoustic sensor n...

  • Article
  • Open Access
867 Views
28 Pages

Underwater acoustic sensor networks (UASNs) play an increasingly crucial role in both civilian and military fields. However, existing routing protocols primarily rely on node position information for forwarding decisions, neglecting link quality and...

  • Article
  • Open Access
9 Citations
3,263 Views
16 Pages

9 April 2019

The self-deployment of nodes with non-uniform coverage in underwater acoustic sensor networks (UASNs) is challenging because it is difficult to access the three-dimensional underwater environment. The problem is further complicated if network connect...

  • Article
  • Open Access
2 Citations
1,608 Views
22 Pages

Ocean-Current-Motion-Model-Based Routing Protocol for Void-Avoided UASNs

  • Zhicheng Tan,
  • Yun Li,
  • Haixin Sun,
  • Shaohua Hong and
  • Shanlin Sun

An increasing number of scholars are researching underwater acoustic sensor networks (UASNs), including the physical layer, the protocols of the routing layer, the MAC layer, and the cross-layer. In UASNs, the ultimate goal is to transmit data from t...

  • Article
  • Open Access
9 Citations
3,371 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...

  • Article
  • Open Access
28 Citations
6,189 Views
25 Pages

26 September 2017

Underwater Acoustic Sensor Network (UASN) comes with intrinsic constraints because it is deployed in the aquatic environment and uses the acoustic signals to communicate. The examples of those constraints are long propagation delay, very limited band...

  • Article
  • Open Access
12 Citations
3,074 Views
19 Pages

24 March 2021

Medium access control (MAC) is one of the key requirements in underwater acoustic sensor networks (UASNs). For a MAC protocol to provide its basic function of efficient sharing of channel access, the highly dynamic underwater environment demands MAC...

  • Article
  • Open Access
20 Citations
3,732 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...

  • Article
  • Open Access
10 Citations
2,082 Views
21 Pages

6 September 2024

Underwater acoustic sensor networks (UASNs) are fundamental assets to enable discovery and utilization of sub-sea environments and have attracted both academia and industry to execute long-term underwater missions. Given the heightened significance o...

  • Article
  • Open Access
5 Citations
4,200 Views
17 Pages

7 February 2018

Underwater acoustic sensor networks (UASNs) have become a hot research topic. In UASNs, nodes can be affected by ocean currents and external forces, which could result in sudden link disruption. Therefore, designing a flexible and efficient link disr...

  • Article
  • Open Access
9 Citations
2,581 Views
17 Pages

The long propagation delay of acoustic links leads to the complex randomness of packet collision, which reduces the network packet delivery rate (PDR) and aggravates network congestion. A single vector hydrophone with directional reception characteri...

  • Article
  • Open Access
5 Citations
3,556 Views
37 Pages

23 March 2021

The communication channel in underwater acoustic sensor networks (UASNs) is time-varying due to the dynamic environmental factors, such as ocean current, wind speed, and temperature profile. Generally, these phenomena occur with a certain regularity,...

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