The Internet of Things vision: Key features, applications and open issues

E Borgia - Computer Communications, 2014 - Elsevier
Abstract The Internet of Things (IoT) is a new paradigm that combines aspects and
technologies coming from different approaches. Ubiquitous computing, pervasive …

A systematic review on recent trends, challenges, privacy and security issues of underwater internet of things

DRK Mary, E Ko, SG Kim, SH Yum, SY Shin, SH Park - Sensors, 2021 - mdpi.com
Owing to the hasty growth of communication technologies in the Underwater Internet of
Things (UIoT), many researchers and industries focus on enhancing the existing …

Q-learning based energy-efficient and void avoidance routing protocol for underwater acoustic sensor networks

ZA Khan, OA Karim, S Abbas, N Javaid, YB Zikria… - Computer Networks, 2021 - Elsevier
The routing in underwater acoustic sensor networks (UASNs) has become a challenging
issue due to several problems. First, in UASN, the distance between the nodes changes due …

Exploiting propagation delay in underwater acoustic communication networks via deep reinforcement learning

X Geng, YR Zheng - IEEE Transactions on Neural Networks …, 2022 - ieeexplore.ieee.org
This article proposes a novel deep-reinforcement learning-based medium access control
(DL-MAC) protocol for underwater acoustic networks (UANs) where one agent node …

From MANET to people-centric networking: Milestones and open research challenges

M Conti, C Boldrini, SS Kanhere, E Mingozzi… - Computer …, 2015 - Elsevier
In this paper, we discuss the state of the art of (mobile) multi-hop ad hoc networking with the
aim to present the current status of the research activities and identify the consolidated …

Survey of reinforcement-learning-based MAC protocols for wireless ad hoc networks with a MAC reference model

Z Zheng, S Jiang, R Feng, L Ge, C Gu - Entropy, 2023 - mdpi.com
In this paper, we conduct a survey of the literature about reinforcement learning (RL)-based
medium access control (MAC) protocols. As the scale of the wireless ad hoc network …

Energy optimization techniques in underwater internet of things: issues, state-of-the-art, and future directions

DR Kesari Mary, E Ko, DJ Yoon, SY Shin, SH Park - Water, 2022 - mdpi.com
The underwater internet of things (UIoT) has emerged as a booming technology in today's
digital world due to the enhancement of a wide range of underwater applications concerning …

Reinforcement learning based MAC protocol (UW-ALOHA-Q) for underwater acoustic sensor networks

SH Park, PD Mitchell, D Grace - IEEE access, 2019 - ieeexplore.ieee.org
The demand for regular monitoring of the marine environment and ocean exploration is
rapidly increasing, yet the limited bandwidth and slow propagation speed of acoustic signals …

Delay-aware and reliable medium access control protocols for UWSNs: Features, protocols, and classification

R Zhu, A Boukerche, D Li, Q Yang - Computer Networks, 2024 - Elsevier
Abstract Underwater Wireless Sensor Networks (UWSNs) are garnering significant interest
for their broad potential in critical applications, including environmental monitoring, resource …

Reinforcement learning-based adaptive transmission in time-varying underwater acoustic channels

C Wang, Z Wang, W Sun, DR Fuhrmann - IEEE access, 2017 - ieeexplore.ieee.org
This paper studies adaptive transmission in an underwater acoustic (UWA) point-to-point
communication system that operates on an epoch-by-epoch basis for a long term. A fixed …