Quantum machine learning for 6G communication networks: State-of-the-art and vision for the future

SJ Nawaz, SK Sharma, S Wyne, MN Patwary… - IEEE …, 2019 - ieeexplore.ieee.org
The upcoming fifth generation (5G) of wireless networks is expected to lay a foundation of
intelligent networks with the provision of some isolated artificial intelligence (AI) operations …

Quasi-distributed antenna selection for spectral efficiency maximization in subarray switching XL-MIMO systems

JHI de Souza, A Amiri, T Abrão… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In this paper, we consider the downlink (DL) of a zero-forcing (ZF) precoded extra-large
scale massive MIMO (XL-MIMO) system. The base-station (BS) operates with limited number …

Joint transmitter-receiver spatial modulation design via minimum Euclidean distance maximization

J Luo, S Wang, F Wang - IEEE Journal on Selected Areas in …, 2019 - ieeexplore.ieee.org
Joint transmitter-receiver spatial modulation (JSM) is an appealing transmission scheme in
the spatial modulation family, where transmit diversity, receive diversity, and multiplexing …

Evolutionary Algorithms for Wireless Communications—A Review of the State-of-the art

SK Goudos - Contemporary Issues in Wireless Communications, 2014 - books.google.com
Several evolutionary algorithms (EAs) have emerged in the past decade that mimic
biological entities behavior and evolution. Darwin's theory of evolution is the major …

A multi-objective approach to indoor wireless heterogeneous networks planning based on biogeography-based optimization

SK Goudos, D Plets, N Liu, L Martens, W Joseph - Computer Networks, 2015 - Elsevier
In this paper, we present a multi-objective optimization approach for indoor wireless network
planning subject to constraints for exposure minimization, coverage maximization and …

Green spectrum sharing: Genetic algorithm based SDR implementation

P Vijayakumar, S Malarvihi - Wireless Personal Communications, 2017 - Springer
Green spectrum sharing techniques share the spectrum with minimum interference to the
primary user with reduced transmit power at secondary. Usually, the green spectrum sharing …

Optimizing beamforming in IoT-WET: A symbiotic-based approach under imperfect channel state information

MTP Le, V Nguyen-Duy-Nhat, HV Nguyen… - Physical …, 2024 - Elsevier
This study delves into the energy optimization problem in low-power Internet of Things (IoT)
networks utilizing wireless energy transfer (WET) technology. In such IoT systems …

Decoupled transmit and receive antenna selection for precoding-aided spatial modulation

S Kim - IEEE Access, 2021 - ieeexplore.ieee.org
This paper proposes an optimal joint transmit and receive antenna subsets (TRASs)
selection scheme for linear precoding-aided spatial modulation (PSM) systems. The optimal …

MIMO antenna selection using biogeography‐based optimization with nonlinear migration models

KC Fountoukidis, C Kalialakis… - International Journal …, 2018 - Wiley Online Library
This papers deals with the problem of antenna selection (AS) for a multiple‐input multiple‐
output (MIMO) wireless system under the constraint of the channel capacity maximization …

[PDF][PDF] Transmit and receive antenna selection based resource allocation for self-backhaul 5G massive MIMO hetnets.

F Akif, AN Malik, IM Qureshi, A Abbasi - Int. Arab J. Inf. Technol., 2021 - iajit.org
With the advancement in wireless communication technology, the ease of accessibility and
increasing coverage area is a major challenge for service providers. Network densification …