Machine learning for large-scale optimization in 6g wireless networks

Y Shi, L Lian, Y Shi, Z Wang, Y Zhou… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The sixth generation (6G) wireless systems are envisioned to enable the paradigm shift from
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …

Machine intelligence at the edge with learning centric power allocation

S Wang, YC Wu, M Xia, R Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
While machine-type communication (MTC) devices generate considerable amounts of data,
they often cannot process the data due to limited energy and computational power. To …

Ultra-low-complexity algorithms with structurally optimal multi-group multicast beamforming in large-scale systems

C Zhang, M Dong, B Liang - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
In this work, we propose ultra-low-complexity design solutions for multi-group multicast
beamforming in large-scale systems. For the quality-of-service (QoS) problem, by utilizing …

Reconfigurable intelligent surface-assisted secret key generation in spatially correlated channels

L Hu, G Li, X Qian, A Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is a disruptive technology to enhance the
performance of physical-layer key generation (PKG) thanks to its ability to smartly customize …

Learning-based antenna selection for multicasting

MS Ibrahim, AS Zamzam, X Fu… - 2018 IEEE 19th …, 2018 - ieeexplore.ieee.org
In multi-antenna systems, it is preferred to activate only a subset of the available transmit
antennas in order to save hardware and energy resources, without seriously degrading the …

Pilot spoofing attack by multiple eavesdroppers

KW Huang, HM Wang, Y Wu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we investigate the design of a pilot spoofing attack (PSA) carried out by
multiple single-antenna eavesdroppers (Eves) in a downlink time-division duplex system …

Fast algorithms for joint multicast beamforming and antenna selection in massive MIMO

MS Ibrahim, A Konar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Massive MIMO is currently a leading physical layer technology candidate that can
dramatically enhance throughput in 5G systems, for both unicast and multicast transmission …

Energy-efficient precoding for non-orthogonal multicast and unicast transmission via first-order algorithm

Y Li, M Xia, YC Wu - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
As the demand for supporting hybrid multicast and unicast services is rapidly increasing, a
non-orthogonal multiplexing transmission scheme called layered-division multiplexing …

Resource management for multi-user-centric V2X communication in dynamic virtual-cell-based ultra-dense networks

H Xiao, X Zhang, AT Chronopoulos… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The technology of static user-centric virtual cell (VC) has been designed in the fifth-
generation (5G) ultra-dense networks (UDNs) for alleviating both frequent handover and …

Fast first-order algorithm for large-scale max-min fair multi-group multicast beamforming

C Zhang, M Dong, B Liang - IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
We propose a first-order fast algorithm for the weighted max-min fair (MMF) multi-group
multicast beamforming problem in large-scale systems. Utilizing the optimal multicast …