6G enabled smart infrastructure for sustainable society: Opportunities, challenges, and research roadmap

AL Imoize, O Adedeji, N Tandiya, S Shetty - Sensors, 2021 - mdpi.com
The 5G wireless communication network is currently faced with the challenge of limited data
speed exacerbated by the proliferation of billions of data-intensive applications. To address …

Optimizing computation offloading in satellite-UAV-served 6G IoT: A deep learning approach

B Mao, F Tang, Y Kawamoto, N Kato - Ieee Network, 2021 - ieeexplore.ieee.org
Satellite networks can provide Internet of Things (IoT) devices in remote areas with
seamless coverage and downlink multicast transmissions. However, the large transmission …

Green Internet of Vehicles (IoV) in the 6G era: Toward sustainable vehicular communications and networking

J Wang, K Zhu, E Hossain - IEEE Transactions on Green …, 2021 - ieeexplore.ieee.org
As one of the most promising applications in future Internet of Things, Internet of Vehicles
(IoV) has been acknowledged as a fundamental technology for developing the Intelligent …

A review of machine learning techniques for enhanced energy efficient 5G and 6G communications

TP Fowdur, B Doorgakant - Engineering Applications of Artificial …, 2023 - Elsevier
Cellular technologies have evolved continuously from the 1st to the 5th generation (5G) to
meet the exponentially growing needs of bandwidth, throughput and latency. However, the …

Energy-efficient design for a NOMA assisted STAR-RIS network with deep reinforcement learning

Y Guo, F Fang, D Cai, Z Ding - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
Simultaneous transmitting and reflecting reconfigurable intelligent surfaces (STAR-RISs)
have been considered promising auxiliary devices to enhance the performance of the …

6G assisted federated learning for continuous monitoring in wireless sensor network using game theory

S Phani Praveen, MH Ali, MA Jarwar, C Prakash… - Wireless …, 2024 - Springer
Abstract In-Game theory Applications, the 6G-assisted federated learning in continuous
monitoring applications with wireless sensor networks (WSN) is a significant concern. With …

Recent advances in data engineering for networking

E Zeydan, J Mangues-Bafalluy - IEEE Access, 2022 - ieeexplore.ieee.org
This tutorial paper examines recent advances in data engineering, focusing on aspects of
network management and orchestration. We provide a comprehensive analysis of …

Bidirectional green promotion of 6G and AI: architecture, solutions, and platform

H Feng, Z Cui, C Han, J Ning, T Yang - IEEE Network, 2021 - ieeexplore.ieee.org
The exponential growth of mobile devices has led to an explosion of network traffic in
various fields, and application services have also emerged bloomingly in the Internet of …

On the deployment of clustered power beacons in random wireless powered communication

S Zhou, H Dai, H Sun, G Tan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Wireless powered communication (WPC) is able to provide wireless devices (WDs)
practically infinite energy by using the radio frequency energy harvesting technique. The …

A Novel Computation Offloading Under 6G LEO Satellite-UAV-based IoT

K Jaiswal, A Dahiya, S Saxena, V Singh… - 2022 3rd …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) has become a fundamental and omnipresent component of
modern life, such as the infrastructure of intelligent transport systems and smart cities. All the …