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Terahertz meets AI: The state of the art
Terahertz (THz) is a promising technology for future wireless communication networks,
particularly for 6G and beyond. The ultra-wide THz band, ranging from 0.1 to 10 THz, can …
particularly for 6G and beyond. The ultra-wide THz band, ranging from 0.1 to 10 THz, can …
[HTML][HTML] Deep learning in the ubiquitous human–computer interactive 6G era: Applications, principles and prospects
C Chen, H Zhang, J Hou, Y Zhang, H Zhang, J Dai… - Biomimetics, 2023 - mdpi.com
With the rapid development of enabling technologies like VR and AR, we human beings are
on the threshold of the ubiquitous human-centric intelligence era. 6G is believed to be an …
on the threshold of the ubiquitous human-centric intelligence era. 6G is believed to be an …
Sensing and computer vision-aided mobility management for 6G millimeter and terahertz communication systems
Millimeter wave (mmWave) and terahertz (THz) communications have been considered as
the key techniques to support extremely high data rates in the 6G system. One main …
the key techniques to support extremely high data rates in the 6G system. One main …
Energy and spectrum efficient cell switch-off with channel and power allocation in ultra-dense networks: A deep reinforcement learning approach
The high density of small cells in the Ultra-Dense Network (UDN) has increased the capacity
and the coverage of Fifth Generation (5G) cellular networks. However, with increasing the …
and the coverage of Fifth Generation (5G) cellular networks. However, with increasing the …
Multi-Agent Q-Learning for real-time load balancing user association and handover in mobile networks
As next generation cellular networks become denser, associating users with the optimal
base stations at each time while ensuring no base station is overloaded becomes critical for …
base stations at each time while ensuring no base station is overloaded becomes critical for …
User Association in Dense Millimeter Wave Networks With Multi-Channel Access Points Using the Whittle Index
RS Tomar, MR Nalavade… - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
In dense millimeter wave (mmWave) networks, user association, ie, the task of selecting the
access point (AP) that each arriving user should join, significantly impacts the network …
access point (AP) that each arriving user should join, significantly impacts the network …
Computer vision-aided proactive mobility management for 6G terahertz communications
Recently, terahertz (THz) communication supported by the ultra-dense network (UDN) has
received a great deal of attention as a means to satisfy stringent requirements in throughput …
received a great deal of attention as a means to satisfy stringent requirements in throughput …
Vision-aided blockage prediction and proactive handover for indoor mmWave and terahertz communications
To support extremely high data rates in 6G wireless networks, terahertz (THz)
communication has attracted great interest in recent years. However, due to the strong …
communication has attracted great interest in recent years. However, due to the strong …
User Association and Small Base Stations Configuration for Energy Efficiency Maximization in Hybrid-Energy Heterogeneous Cellular Networks
W Ni, H **ao, M Zhou… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Dense deployment of small base stations (SBSs) within the coverage of macro base station
(MBS) has been spotlighted as a promising solution to conserve grid energy in hybrid …
(MBS) has been spotlighted as a promising solution to conserve grid energy in hybrid …
Coexistence of Multicast and Unicast Services in mmWave/sub-THz Self-Backhauled Systems: User Associations and Performance Gains
The use of millimeter wave (mmWave) and sub-terahertz (sub-THz) bands in 5G/6G cellular
networks offers high data rates but demands infrastructure densification. To reduce …
networks offers high data rates but demands infrastructure densification. To reduce …