Robust Spectral Efficiency Maximization in 5G Networks Using Non-Linear Stochastic Precoding

Ponnaian, Geetha and N, Jayanthi. and Sarasu, R. and L.P, Sajitha. and Ramalakshmi, R. and L, Manimegalai (2024) Robust Spectral Efficiency Maximization in 5G Networks Using Non-Linear Stochastic Precoding. In: 2024 2nd International Conference on Disruptive Technologies (ICDT), Greater Noida, India.

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Abstract

This research focuses on enhancing the spectral efficiency of 5G networks through the utilization of nonlinear stochastic precoding techniques. The proposed approach aims to mitigate the detrimental effects of channel impairments and noise by employing advanced precoding schemes that exploit the statistical properties of the wireless channel. By incorporating nonlinear precoding algorithms and stochastic optimization methods, the system can dynamically adapt to varying channel conditions, resulting in improved data transmission rates and overall spectral efficiency. Through extensive simulations and analysis, the effectiveness of the proposed method is demonstrated, showcasing its potential to significantly enhance the performance of 5G networks in real-world scenarios.

Item Type: Conference or Workshop Item (Paper)
Subjects: Computer Applications > Networking
Divisions: Management Studies
Depositing User: Mr IR Admin
Date Deposited: 08 Oct 2024 05:33
Last Modified: 08 Oct 2024 05:33
URI: https://ir.vistas.ac.in/id/eprint/9407

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