Swarm intelligence for next-generation networks: Recent advances and applications

QV Pham, DC Nguyen, S Mirjalili, DT Hoang… - Journal of Network and …, 2021 - Elsevier
In next-generation networks (NGN), a very large number of devices and applications are
emerged, along with the heterogeneity of technologies, architectures, mobile data, etc., and …

On the total energy efficiency of cell-free massive MIMO

HQ Ngo, LN Tran, TQ Duong… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
We consider the cell-free massive multiple-input multiple-output (MIMO) downlink, where a
very large number of distributed multiple-antenna access points (APs) serve many single …

Collaborative cloud-edge-end task offloading in mobile-edge computing networks with limited communication capability

C Kai, H Zhou, Y Yi, W Huang - IEEE Transactions on Cognitive …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is an emerging computing paradigm for enabling low-
latency, high-bandwidth and agile mobile services by deploying computing platform at the …

Resource allocation in intelligent reflecting surface assisted NOMA systems

J Zuo, Y Liu, Z Qin, N Al-Dhahir - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article investigates the downlink communications of intelligent reflecting surface (IRS)
assisted non-orthogonal multiple access (NOMA) systems. To maximize the system …

Resource allocation for multi-cell IRS-aided NOMA networks

W Ni, X Liu, Y Liu, H Tian… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article proposes a novel framework of resource allocation in multi-cell intelligent
reflecting surface (IRS) aided non-orthogonal multiple access (NOMA) networks, where an …

Joint coordinated beamforming and power splitting ratio optimization in MU-MISO SWIPT-enabled HetNets: A multi-agent DDQN-based approach

R Zhang, K Xiong, Y Lu, B Gao, P Fan… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
This paper proposes a multi-agent double deep Q network (DDQN)-based approach to
jointly optimize the beamforming vectors and power splitting (PS) ratio in multi-user multiple …

Resource allocation for intelligent reflecting surface aided vehicular communications

Y Chen, Y Wang, J Zhang, Z Li - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article studies the resource allocation for intelligent reflecting surface aided vehicular
communications based on slowly varying large-scale fading channel information. To meet …

Rethinking WMMSE: Can its complexity scale linearly with the number of BS antennas?

X Zhao, S Lu, Q Shi, ZQ Luo - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
Precoding design for maximizing weighted sum-rate (WSR) is a fundamental problem for
downlink of massive multi-user multiple-input multiple-output (MU-MIMO) systems. It is well …

On the spectral efficiency of full-duplex small cell wireless systems

D Nguyen, LN Tran, P Pirinen… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
We investigate the spectral efficiency of full-duplex small cell wireless systems, in which a
full-duplex capable base station (BS) is designed to send/receive data to/from multiple half …

Downlink spectral efficiency of cell-free massive MIMO systems with multi-antenna users

TC Mai, HQ Ngo, TQ Duong - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper studies a cell-free massive multiple-input multiple-output (MIMO) system where
its access points (APs) and users are equipped with multiple antennas. Two transmission …