Collaboration-aware relay selection for auv in internet of underwater network: Evolving contextual bandit learning approach

H Zhao, X Li, S Han, L Yan, J Yu - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
In Internet of Underwater Things, data collection is assisted by autonomous underwater
vehicle (AUV) to enhance the reliable transmission. AUV acts as a mobile collector and …

Adaptive relay selection strategy in underwater acoustic cooperative networks: A hierarchical adversarial bandit learning approach

H Zhao, X Li, S Han, L Yan, J Yu - IEEE Transactions on Mobile …, 2021 - ieeexplore.ieee.org
Relay selection solutions for underwater acoustic cooperative networks suffer significant
performance degradation as they fail to adapt to incomplete information, noisy interference …

Partial expert-based adversarial relay learning strategy for underwater acoustic sensor networks

H Zhao, X Li, L Yan, S Han, J Yu - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Cooperative transmission is a promising solution for reliable communication in underwater
acoustic sensor networks. To fully exploit the benefits of cooperative system, efficient …

Joint multiple resources allocation for underwater acoustic cooperative communication in time-varying IoUT systems: A double closed-loop adversarial bandit …

S Han, H Zhao, X Li, J Yu, Z Liu, L Yan… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
This article deals with a joint multiple resources (relay, channel, and power) allocation
problem for underwater acoustic (UWA) cooperative communication in time-varying Internet …

Multi-hop relay selection for underwater acoustic sensor networks: A dynamic combinatorial multi-armed bandit learning approach

J Dai, X Li, S Han, Z Liu, H Zhao, L Yan - Computer Networks, 2024 - Elsevier
An efficient multi-hop relay selection method is the key of multi-hop relay technology to
improve wireless communication reliability. Accordingly, this paper devotes a multi-hop relay …

Relay selection for underwater acoustic sensor networks: A multi-user multi-armed bandit formulation

X Li, J Liu, L Yan, S Han, X Guan - IEEE Access, 2018 - ieeexplore.ieee.org
Multi-user cooperative transmission is an attractive architecture for underwater acoustic
sensor networks (UASNs). Cooperative transmission depends on careful allocations of …

Joint resource allocation in underwater acoustic communication networks: A game-based hierarchical adversarial multiplayer multiarmed bandit algorithm

S Han, X Li, L Yan, J Xu, Z Liu, X Guan - Information Sciences, 2018 - Elsevier
In this study, an adversarial multiplayer multiarmed bandit (MAB) game is employed to
model the problem of joint channel and power allocation in multiuser underwater acoustic …

Machine Learning-Based Optimal Cooperating Node Selection for Internet of Underwater Things

I Ahmad, R Narmeen, Z Kaleem… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Multihop communication has gained prominence within the realm of the Internet of
Underwater Things (IoUT) owing to its exceptional reliability amidst the challenges posed by …

Relay selection in underwater acoustic cooperative networks: A contextual bandit approach

X Li, J Liu, L Yan, S Han, X Guan - IEEE Communications …, 2016 - ieeexplore.ieee.org
Cooperative relay transmission is an attractive architecture for underwater acoustic
networks. However, designing relay selection policies in the harsh underwater environment …

Cooperative Data Collection for UAV-Assisted Maritime IoT Based on Deep Reinforcement Learning

X Fu, X Huang, Q Pan, P Pace, G Aloi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In maritime data collection scenarios, achieving the rapid delivery of data from buoy sensor
nodes to the shipboard station is a challenging issue. Utilizing unmanned aerial vehicles …