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 …

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 …

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 …

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 …

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 Xiao, 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 …

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 …

Sparse feature points extraction-based localization with partial information loss in UWSNs

Y Li, M Liu, S Zhang, R Zheng, J Lan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article investigates the problem of localization of mobile nodes in the marine
environment under conditions of information deficiency. To solve this problem, sparse …

Penalized Maximum Likelihood Based Localization for Unknown Number of Targets Using WSNs: Terrestrial and Underwater Environments

M Al-Jarrah, E Alsusa… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
This article proposes a multiple target localization scheme using a clustered wireless sensor
network (WSN) for terrestrial and underwater environments. In the considered system …

Asynchronous localization of dynamic node through underwater acoustic sensor networks

F Qiu, D Guo - Applied Acoustics, 2025 - Elsevier
In most cases, the operation of underwater acoustic sensor networks (UASNs) relies on
accurate sensor location information. However, UASNs present more challenges than …