基于移动和 PLC-VLC 的宽带通信系统的非正交多址(NOMA)信道估计

Q3 Mathematics
Manidipa Sarkar, Ankit Nayak, Sarita Nanda, Suprava Patnaik
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引用次数: 0

摘要

本文重点研究如何提高 5G 无线移动通信系统的性能。为了开发一种创新的基于非正交多址(NOMA)的信道估计(CE)模型,以提高 5G 无线移动通信系统的性能,本文采用了比例递归最小二乘(PRLS)算法来估计实际瑞利衰落信道的特性。分析了评估指标,包括均方误差(MSE)、误码率(BER)、频谱效率(SE)、能效(EE)、容量和数据速率。基于 NOMA 的信道估计模型在提高 5G 无线通信系统性能方面前景广阔。基于 NOMA 的信道估计模型在提高 5G 无线通信系统性能方面前景广阔。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-orthogonal Multiple Access (NOMA) Channel Estimation for Mobile & PLC-VLC Based Broadband Communication System
The paper focuses on enhancing the performance of 5G wireless mobile communication systems. Furthermore, it addresses the increasing demand for high data rates, improved channel capacity, and spectrum efficiency outlined by the 3rd Generation Partnership Project (3GPP) protocol. To develop an innovative Non-Orthogonal Multiple Access (NOMA)-based channel estimation (CE) model aimed at improving the performance of 5G wireless mobile communication systems A proportionate recursive least squares (PRLS) algorithm is utilized for estimating the characteristics of practical Rayleigh fading channels. The applicability of the PRLS algorithm is investigated in Lambertian channels for indoor broadband communication systems such as power line communication (PLC) and visual light communication (VLC) systems. The assessment of evaluation metrics, including mean square error (MSE), bit error rate (BER), spectral efficiency (SE), energy efficiency (EE), capacity, and data rate, have been analysed. Faster convergence and higher accuracy compared to existing state-of-the-art approaches have been demonstrated. The NOMA-based channel estimation model presents significant promise in enhancing the performance of 5G wireless communication systems. The demands for higher data rates and improved spectral efficiency as per 3GPP standards have been addressed.
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来源期刊
International Journal of Sensors, Wireless Communications and Control
International Journal of Sensors, Wireless Communications and Control Engineering-Electrical and Electronic Engineering
CiteScore
2.20
自引率
0.00%
发文量
53
期刊介绍: International Journal of Sensors, Wireless Communications and Control publishes timely research articles, full-length/ mini reviews and communications on these three strongly related areas, with emphasis on networked control systems whose sensors are interconnected via wireless communication networks. The emergence of high speed wireless network technologies allows a cluster of devices to be linked together economically to form a distributed system. Wireless communication is playing an increasingly important role in such distributed systems. Transmitting sensor measurements and control commands over wireless links allows rapid deployment, flexible installation, fully mobile operation and prevents the cable wear and tear problem in industrial automation, healthcare and environmental assessment. Wireless networked systems has raised and continues to raise fundamental challenges in the fields of science, engineering and industrial applications, hence, more new modelling techniques, problem formulations and solutions are required.
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