[HTML][HTML] Examination of the Bi-LSTM based 5G-OFDM wireless network over Rayleigh fading channel conditions

SK Sarangi, R Lenka, R Shankar… - Journal of mobile …, 2023 - journals.riverpublishers.com
Fifth generation (5G) wireless networks' system performance is dependent on having perfect
knowledge of the channel state information (CSI). Deep learning (DL) has helped improve …

Examination of Multiples Users MIMO-NOMA over Robust Fading Channel Conditions

M SubrahmanyeswaraRao, R Shankar, S Gupta… - Procedia Computer …, 2024 - Elsevier
The purpose of this study is to analyze the performance of the multiple-input multiple-output
(MIMO) system in combination with the non-orthogonal multiple access (NOMA) system …

Investigation of Deep Learning Based NOMA System Over Time Varying Fading

S Rao, R Shankar, I Kumar, S Gupta… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
This study investigates the deep learning (DL)-based uplink power domain non-orthogonal
multiple access (PD-NOMA) system, with a focus on channel state information (CSI) …

Dynamic power allocated SWIPT NOMA Over Rayleigh Fading Channel

BP Chaudhary, RK Mishra - Telecommunications and Radio …, 2023 - dl.begellhouse.com
Cooperative NOMA with simultaneous wireless information and power transfer is one
possible method for enhancing the energy efficiency (EE) and spectral efficiency (SE) of fifth …

Performance Analysis of SWIPT Cooperative-NOMA Over Rayleigh Fading Channel

BP Chaudhary, RK Mishra - 2023 15th International …, 2023 - ieeexplore.ieee.org
A potential solution for the improvement of energy efficiency (EE) and spectral efficiency
(SE) of the fifth generation (5G) networks is the combination of cooperative NOMA with …