Towards Energy‐Efficient and Delay‐Optimized Opportunistic Routing in Underwater Acoustic Sensor Networks for IoUT Platforms: An Overview and New …

VG Menon, D Midhunchakkaravarthy… - Computational …, 2022 - Wiley Online Library
In underwater acoustic sensor networks (UASNs), the reliable transfer of data from the
source nodes located underwater to the destination nodes at the surface through the …

A systematic analysis, outstanding challenges, and future prospects for routing protocols and machine learning algorithms in underwater wireless acoustic sensor …

M Shwetha, S Krishnaveni - Journal of Interconnection Networks, 2024 - World Scientific
Water has covered a wide part of the earth's surface. Oceans and other water bodies contain
significant natural and environmental resources as well as aquatic life. Due to humans' …

A Q-learning-based hierarchical routing protocol with unequal clustering for underwater acoustic sensor networks

Y Yuan, M Liu, X Zhuo, Y Wei, X Tu… - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Underwater acoustic sensor networks (UASNs) have emerged as a viable networking
approach due to their numerous aquatic applications in recent years. As a vital component …

Reliable and delay aware routing protocol for underwater wireless sensor networks

S Ullah, A Saleem, N Hassan, G Muhammad… - IEEE …, 2023 - ieeexplore.ieee.org
The reliability of Underwater Wireless Sensor Networks (UWSNs) is measured in terms of
energy consumption (EC), end-to-end delay (E2E), and packet delivery ratio (PDR). The …

Deep Q-network-based intelligent routing protocol for underwater acoustic sensor network

X Geng, B Zhang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
This article proposes a deep Q-network (DQN)-based intelligent routing (DQIR) protocol for
the underwater acoustic sensor networks (UASNs). The routing decision problem is …

FER-restricted AUV-relaying data collection in underwater acoustic sensor networks

M Cheng, Q Guan, Q Wang, F Ji… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Relaying is an effective method to achieve reliable and timely data collection, which is one
of the most important parts of underwater acoustic sensor networks (UASNs). Considering …

Reputation-based opportunistic routing protocol using q-learning for manet attacked by malicious nodes

J Ryu, S Kim - IEEE Access, 2023 - ieeexplore.ieee.org
Irrespective of whether the environment is wired or wireless, routing is an important
challenge in networks. Since mobile ad hoc networks (MANETs) are flexible and …

ECRKQ: Machine learning-based energy-efficient clustering and cooperative routing for mobile underwater acoustic sensor networks

J Zhu, Y Chen, X Sun, J Wu, Z Liu, X Xu - IEEE Access, 2021 - ieeexplore.ieee.org
The dynamic topology, narrow transmission bandwidth, and limited energy of sensor nodes
in mobile underwater acoustic sensor networks (UASNs) pose challenges to design an …

Mobile relaying-based reliable data collection in underwater acoustic sensor networks

M Cheng, Q Guan, F Ji, J Cheng… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Underwater acoustic sensor networks are the efficient way to realize marine applications,
which greatly rely on reliable data collection from underwater sensors. For this purpose, we …

ASVMR: Adaptive Support-Vector-Machine-Based Routing Protocol in the Underwater Acoustic Sensor Network for Smart Ocean

S Zhang, H Chen, L Xie - Journal of Marine Science and Engineering, 2023 - mdpi.com
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 …