Leveraging machine-learning for D2D communications in 5G/beyond 5G networks
Device-to-device (D2D) communication is a promising paradigm for the fifth generation (5G)
and beyond 5G (B5G) networks. Although D2D communication provides several benefits …
and beyond 5G (B5G) networks. Although D2D communication provides several benefits …
Neighbor discovery and selection in millimeter wave D2D networks using stochastic MAB
The propagation characteristics of millimeter-wave (mmWaves), encourages its use in the
device to device (D2D) communications for fifth-generation (5G) and future beyond 5G …
device to device (D2D) communications for fifth-generation (5G) and future beyond 5G …
Wi-Fi assisted contextual multi-armed bandit for neighbor discovery and selection in millimeter wave device to device communications
The unique features of millimeter waves (mmWaves) motivate its leveraging to future,
beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) …
beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) …
CBMoS: Combinatorial bandit learning for mode selection and resource allocation in D2D systems
The complexity of the mode selection and resource allocation (MS&RA) problem has
hampered the commercialization progress of Device-to-Device (D2D) communication in 5G …
hampered the commercialization progress of Device-to-Device (D2D) communication in 5G …
Device-to-device communications in the millimeter wave band: A novel distributed mechanism
N Bahadori, N Namvar, B Kelley… - 2018 Wireless …, 2018 - ieeexplore.ieee.org
In spite of its potential advantages, the large-scale implementation of the device-to-device
(D2D) communications has yet to be realized, mainly due to severe interference and lack of …
(D2D) communications has yet to be realized, mainly due to severe interference and lack of …
Energy-aware hybrid RF-VLC multiband selection in D2D communication: A stochastic multiarmed bandit approach
To handle the exponentially growing service expectations from mobile users and circumvent
the band switching slow rate, device-to-device (D2D) communication is receiving much …
the band switching slow rate, device-to-device (D2D) communication is receiving much …
A fine-grained analysis of millimeter-wave device-to-device networks
N Deng, M Haenggi - IEEE Transactions on Communications, 2017 - ieeexplore.ieee.org
Enabling device-to-device (D2D) communications in millimeter-wave (mm-wave) networks is
of critical importance for the next-generation mobile networks to support very high data rates …
of critical importance for the next-generation mobile networks to support very high data rates …
Artificial intelligence assisted enhanced energy efficient model for device-to-device communication in 5G networks
S Mishra - Human-Centric Intelligent Systems, 2023 - Springer
Abstract Device-to-device (D2D) communications promise spectral and energy efficiency,
total system capacity, and excellent data rates. These improvements in network performance …
total system capacity, and excellent data rates. These improvements in network performance …
An RIS deployment strategy to overcome static obstacles in millimeter wave D2D communication
Use of millimeter waves for short range device to device (D2D) communication is one of the
most promising ways to provide high data rates. But millimeter waves are susceptible to …
most promising ways to provide high data rates. But millimeter waves are susceptible to …
Deep reinforcement learning-based data transmission for D2D communications
Device-to-Device (D2D) communication has gained interest as a promising technology for
next generation wireless networks. D2D communication promotes the use of point-to-point …
next generation wireless networks. D2D communication promotes the use of point-to-point …