[HTML][HTML] Towards artificial intelligence-aided mimo detection for 6g communication systems: a review of current trends, challenges and future directions

G Omondi, TO Olwal - e-Prime-Advances in Electrical Engineering …, 2023 - Elsevier
In recent times, artificial intelligence (AI) has gained considerable attention as a highly
promising technology for enhancing the performance of multiple-input multiple-output …

Massive mimo: An overview, recent challenges, and future research directions

T Abood, I Hburi, HF Khazaal - 2021 international conference …, 2021 - ieeexplore.ieee.org
The exponentially growing data traffic in modern communication systems results in the rise
of both the shortage of system information rate and extra emissions of carbon. Large-scale …

[HTML][HTML] Variational autoencoder-enhanced deep neural network-based detection for MIMO systems

G Omondi, TO Olwal - e-Prime-Advances in Electrical Engineering …, 2023 - Elsevier
Lately, there has been a substantial surge of interest in artificial intelligence (AI) as a
promising technology to tremendously elevate the efficiency of multiple-input multiple-output …

On the energy efficiency of multicell massive MIMO with antenna selection and power allocation

L Du, Y Tan, Y Li, Y Chen - Wireless Communications and …, 2022 - Wiley Online Library
The energy consumption of massive multiple‐input multiple‐output (MIMO) systems
increases with the number of antennas. Optimizing the energy efficiency (EE) of massive …

Performance evaluation of coding schemes for 5G Communication under different channel setting

L Dash, AS Thampy - 2022 International conference on …, 2022 - ieeexplore.ieee.org
Future communication systems aim to provide very high data rate seamless service to users.
Massive Multiple Input Multiple Output (MIMO) is emerging as a technology to address this …

Investigation of low-density parity check codes concatenated multi-user massive multiple-input multiple-output systems with imperfect channel state information

L Bhardwaj, RK Mishra… - The Journal of Defense …, 2022 - journals.sagepub.com
In this era of communication technology, it is desirable to increase the data rate while
minimizing the error to improve the system's reliability. One of these techniques is massive …

DNN-Based MIMO Signal Detection Using Variational Autoencoder

G Omondi, TO Olwal - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Recent interest in artificial intelligence (AI) for wireless communication networks has grown
significantly for multiple-input multiple-output (MIMO) detection. AI techniques, particularly …

The Novel Approach of Down-Link Spectral Efficiency Enhancement Using Massive MIMO in Correlated Rician Fading Scenario

ND Patel, VK Patel - … on Computing Science, Communication and Security, 2022 - Springer
To shift at higher and wider unused available frequency spectrum for wireless
communication application is not an ultimate feasible solution, until and unless the available …

The novel approach to spectral efficiency enhancement using massive MIMO in LoS

ND Patel, VK Patel - … Journal of Mobile Network Design and …, 2023 - inderscienceonline.com
Future cellular wireless communication is likely to be shifted at mmWave band and results in
large propagation loss. The loss can be reduced by shorter range and LoS type of …

[PDF][PDF] Linear precoder optimization of spectral efficiency of time division duplex hyper MIMO system with pilot contamination

ZMM Paulin, KSL Christian… - Indonesian Journal of …, 2023 - academia.edu
Our work is developed in context of studing Massive MIMO in a 5G context. The aim is to
optimize spectral efficiency of several users hyper MIMO system during Uplink …