Recent advances, future trends, applications and challenges of internet of underwater things (iout): A comprehensive review

SAH Mohsan, Y Li, M Sadiq, J Liang… - Journal of Marine Science …, 2023 - mdpi.com
Oceans cover more than 70% of the Earth's surface. For various reasons, almost 95% of
these areas remain unexplored. Underwater wireless communication (UWC) has …

Exploration of contemporary modernization in UWSNs in the context of localization including opportunities for future research in machine learning and deep learning

A Muhammad, F Li, ZU Khan, F Khan, J Khan… - Scientific Reports, 2025 - nature.com
The exchange of information in Wireless Sensor Networks (WSNs) across different
environments, whether they are above the ground, underground, underwater, or in space …

ISAC-Enabled underwater IoT Network localization: overcoming Asynchrony, mobility, and Stratification issues

A Jehangir, SMM Ashraf, RA Khalil… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
In oceanographic and environmental monitoring, achieving precise localization and sensing
through Integrated Sensing and Communication (ISAC) within the Internet of Underwater …

An efficient localization scheme with velocity prediction for large-scale underwater acoustic sensor networks

Y Wang, S Song, X Guo, J Liu, Q Ye… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Localization is vital and fundamental for underwater acoustic sensor networks (UASNs), as it
provides location information for UASNs to achieve various practical underwater tasks. Most …

Feature-aided passive tracking of noncooperative multiple targets based on the underwater sensor networks

Y Tian, M Liu, S Zhang, R Zheng… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Passive detection can work for a long time with low energy consumption in underwater
surveillance. However, tracking unknown noncooperative targets with only direction angles …

Asynchronous localization for underwater acoustic sensor networks: A continuous control deep reinforcement learning approach

C Zhou, M Liu, S Zhang, R Zheng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The localization of underwater acoustic sensor networks (UASNs) has emerged as a critical
research area in the marine information fusion field. Generally, the convex optimization …

Efficient beacon-aided AUV localization: A reinforcement learning based approach

C Liu, Z Lv, L **ao, W Su, L Ye, H Yang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Beacon-aided autonomous underwater vehicle (AUV) localization supporting maritime
surveillance applications in underwater acoustic sensor networks selects a fixed number of …

Underwater Localization Using SAR Satellite Data

A Muhammad, N Fough, S Kannan… - … on Metrology for …, 2024 - ieeexplore.ieee.org
This study delves into the realm of Underwater Wireless Sensor Networks (UWSN) and
explores contemporary methods of ocean exploration. It provides an extensive background …

[HTML][HTML] Impact of moving target on underwater positioning by using state measurement

TS Reddy, R Arya - Internet of Things and Cyber-Physical Systems, 2024 - Elsevier
The localization of moving targets in an underwater acoustic wireless sensor network
(UAWSN) is inaccurate due to the various underwater forces (viscous, hydrodynamic forces …

Particle system-based ordinary nodes localization with delay compensation in UWSNs

Y Li, M Liu, S Zhang, R Zheng, J Lan… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
This paper investigates the ordinary nodes localization problem by utilizing mobility-
constrained nodes. The mobility-constrained nodes are anchored to the seabed by cables in …