Results 21 to 30 of about 625 (115)
Deep learning integrated reinforcement learning for adaptive beamforming in B5G networks
IET Communications, Volume 16, Issue 20, Page 2454-2466, December 2022., 2022 Abstract In this paper, a deep learning integrated reinforcement learning (DLIRL) algorithm is proposed for comprehending intelligent beamsteering in Beyond Fifth Generation (B5G) networks. The smart base station in B5G networks aims to steer the beam towards appropriate user equipment based on the acquaintance of isotropic transmissions.
Geoffrey Eappen +5 more
wiley +1 more source
IET Smart Cities, Volume 4, Issue 4, Page 239-254, December 2022., 2022 Abstract This paper investigates moving networks of Unmanned Aerial Vehicles to extend connectivity and guarantee data rates in the 5G by analysing possible hovering locations based on limitations such as flight time and coverage. The authors provide analytic bounds on the requirements in terms of connectivity extension for vehicular networks served by
Dalia Popescu +2 more
wiley +1 more source
Exploring cybersecurity issues in 5G enabled electric vehicle charging station with deep learning
IET Generation, Transmission &Distribution, Volume 15, Issue 24, Page 3435-3449, December 2021., 2021 Abstract The surging usage of electric vehicles (EVs) demand the robust deployment of trustworthy electric vehicle charging station (EVCS) with millisecond range latency and massive machine to machine communications where 5G could act. However, 5G suffers from inherent protocols, hardware, and software vulnerabilities that seriously threaten the ...
Manoj Basnet, Mohd. Hasan Ali
wiley +1 more source
Performance Analysis of Group Selection in UAV Networks with Backhaul‐Aware Biasing
Wireless Communications and Mobile Computing, Volume 2021, Issue 1, 2021., 2021 The limited wireless backhaul capacity has become the major bottleneck for UAV communications, while in existing researches of UAV networks, the relation between cell selection and backhaul capacity has not been modeled. This paper proposes cell group selection with backhaul‐aware biasing for UAV networks and analyzes system performance by deriving the
Shusheng Wang +3 more
wiley +1 more source
Joint Association and Resource Allocation for Multi-Hop Integrated Access and Backhaul (IAB) Network
, 2021 Integrated access and backhaul (IAB) network is envisioned as a novel network architecture for increasing the network capacity and coverage. To facilitate the IAB network, the appropriate methods of wireless link association and resource management are required.
Lim, Byungju +3 more
openaire +2 more sources
Resource Management and Backhaul Routing in Millimeter-Wave IAB Networks Using Deep Reinforcement Learning [PDF]
, 2023 Thesis (PhD (Electronic Engineering))--University of Pretoria, 2023..The increased densification of wireless networks has led to the development of integrated access and backhaul (IAB) networks.
core +1 more source
Load Balancing for Integrated Access and Backhaul in mmWave Small Cells
IEEE Access, 2023 In this paper, we propose a load-balancing algorithm for small-cell integrated access and backhaul (IAB) networks operating in the millimeter wave (mmWave) band.
Quang-Huy Tran +2 more
doaj +1 more source
Joint Path Selection and Resource Allocation in Multi-Hop mmWave-based IAB Systems [PDF]
, 2023 Recently proposed by 3GPP, Integrated Access and Backhaul (IAB) technology promises to deliver a cost-efficient and flexible solution for network densification in 5G/6G systems.
Andreev, Sergey +8 more
core +1 more source
On the Properties of Next Generation Wireless Backhaul [PDF]
, 2023 With the advent of 5G, cellular networks require a high number of base stations, possibly interconnected with wireless links, an evolution introduced in the last revision of 5G as the Integrated Access and Backhaul (IAB).
Gemmi, Gabriele +2 more
core +2 more sources
RIS-aided Multi-hop Backhauling for 5G/6G UAV-assisted Access Points
Journal of Telecommunications and Information Technology, 2023 Drones are considered to be an important part of future 6G telecommunication systems. Thanks to their quick deployment potential, they provide additional connectivity options in the form of a flying hotspot.
Salim Janji, Pawel Sroka
doaj +1 more source