Energy-efficient user association in mmWave/THz ultra-dense network via multi-agent deep reinforcement learning
As a key enabler for 5G and 6G wireless communications, millimeter-wave (mmWave) and
terahertz (THz) ultra-dense network (UDN) has received a great deal of attention recently …
terahertz (THz) ultra-dense network (UDN) has received a great deal of attention recently …
User-centric association in ultra-dense mmWave networks via deep reinforcement learning
For ultra-dense networks, user-centric architecture is regarded as a promising candidate to
offer mobile users better quality of service. One of the main challenges of user-centric …
offer mobile users better quality of service. One of the main challenges of user-centric …
Deep reinforcement learning-based user association in sub6GHz/mmWave integrated networks
In this work, we investigate the problem of joint user-to-access points (AP) association and
beamforming in an integrated sub-6GHz/mmWave system. The goal is to maximize the long …
beamforming in an integrated sub-6GHz/mmWave system. The goal is to maximize the long …
User association and power allocation based on unsupervised graph model in ultra-dense network
K Hou, Q Xu, X Zhang, Y Huang… - 2021 IEEE wireless …, 2021 - ieeexplore.ieee.org
Ultra-Dense Network (UDN) has become a key technology in 5G communication systems.
By deploying low power micro base stations (BSs) densely and flexibly to reduce the …
By deploying low power micro base stations (BSs) densely and flexibly to reduce the …
Beam management in ultra-dense mmWave network via federated reinforcement learning: An intelligent and secure approach
Deploying ultra-dense networks that operate on millimeter wave (mmWave) band is a
promising way to address the tremendous growth on mobile data traffic. However, one key …
promising way to address the tremendous growth on mobile data traffic. However, one key …
Online learning-based downlink transmission coordination in ultra-dense millimeter wave heterogeneous networks
In heterogeneous ultra-dense networks with millimeter wave macro cells and small cells,
base stations (BSs) and mobile user equipments (UEs) perform beamforming operations to …
base stations (BSs) and mobile user equipments (UEs) perform beamforming operations to …
Machine learning inspired codeword selection for dual connectivity in 5G user-centric ultra-dense networks
Y Yang, X Deng, D He, Y You… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In future 5G user-centric ultra-dense networks (UUDN), demands of high data rate and high
spectrum efficiency are effectively met by dual connectivity (DC) technology. However, due …
spectrum efficiency are effectively met by dual connectivity (DC) technology. However, due …
Joint user association and power allocation in heterogeneous ultra dense network via semi-supervised representation learning
Heterogeneous Ultra-Dense Network (HUDN) is one of the vital networking architectures
due to its ability to enable higher connectivity density and ultra-high data rates. Rational user …
due to its ability to enable higher connectivity density and ultra-high data rates. Rational user …
Energy efficient user association and power allocation in millimeter-wave-based ultra dense networks with energy harvesting base stations
Millimeter wave (mmWave) communication technologies have recently emerged as an
attractive solution to meet the exponentially increasing demand on mobile data traffic …
attractive solution to meet the exponentially increasing demand on mobile data traffic …
Cluster-based energy-efficient joint user association and resource allocation for B5G ultra-dense network
L Zhu, L Yang, Q Zhang, T Zhou, J Hua - Physical Communication, 2021 - Elsevier
Control and user plane split (CUPS) aided ultra-dense network (UDN) is considered as a
promising technology in the fifth generation (5G) networks and will undoubtedly develop in …
promising technology in the fifth generation (5G) networks and will undoubtedly develop in …
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