Bi‐directional LSTM based channel estimation in 5G massive MIMO OFDM systems over TDL‐C model with Rayleigh fading distribution
R Shankar - International Journal of Communication Systems, 2023 - Wiley Online Library
In this work, a deep learning (DL)‐based massive multiple‐input multiple‐output (mMIMO)
orthogonal frequency division multiplexing (OFDM) system is investigated over the tapped …
orthogonal frequency division multiplexing (OFDM) system is investigated over the tapped …
[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 …
knowledge of the channel state information (CSI). Deep learning (DL) has helped improve …
Investigation of Vehicular S-LSTM NOMA Over Time Selective Nakagami-m Fading with Imperfect CSI
R Shankar, BP Chaudhary, RK Mishra - Journal of telecommunications and …, 2022 - jtit.pl
In this paper, the performance of a deep learningbased multiple-input multiple-output
(MIMO) non-orthogonal multiple access (NOMA) system is investigated for 5G radio …
(MIMO) non-orthogonal multiple access (NOMA) system is investigated for 5G radio …
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 …
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 …
(SE) of the fifth generation (5G) networks is the combination of cooperative NOMA with …
Investigation of Deep Learning Based NOMA System Over Time Varying Fading
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) …
multiple access (PD-NOMA) system, with a focus on channel state information (CSI) …