[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 …

[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 …

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 …

Mengungkap Tren dan Kemajuan Terbaru dalam Modulasi Digital dan Transmisi pada Sistem Telekomunikasi melalui Tinjauan Komprehensif dan Agenda Penelitian

I Mujahidin - Orbith: Majalah Ilmiah Pengembangan Rekayasa …, 2024 - jurnal.polines.ac.id
Kemajuan teknologi modulasi digital telah menciptakan kebutuhan akan sistem
telekomunikasi yang efisien dengan kinerja tinggi yang mampu menangani pengiriman arus …

Residual Learning and Multi-Path Feature Fusion-Based Channel Estimation for Millimeter-Wave Massive MIMO System

X Zheng, Z Liu, J Liang, Y Wu, Y Chen, Q Zhang - Entropy, 2022 - mdpi.com
Channel estimation is a challenging task in a millimeter-wave (mm Wave) massive multiple-
input multiple-output (MIMO) system. The existing deep learning scheme, which learns the …

[PDF][PDF] e-Prime-Advances in Electrical Engineering, Electronics and Energy

G Omondi, TO Olwal - researchgate.net
In recent times, artificial intelligence (AI) has gained considerable attention as a highly
promising technology for enhancing the performance of multiple-input multiple-output …