Performance Analysis of 5G New Radio LDPC over Different Multipath Fading Channel Models

Q1 Mathematics
Mohammed Hussein Ali, Ghanim A. Al-Rubaye
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Abstract

The creation and developing of a wireless network communication that is fast, secure, dependable, and cost-effective enough to suit the needs of the modern world is a difficult undertaking. Channel coding schemes must be chosen carefully to ensure timely and error-free data transfer in a noisy and fading channel. To ensure that the data received matches the data transmitted, channel coding is an essential part of the communication system's architecture. NR LDPC (New Radio Low Density Parity Check) code has been recommended for the fifth-generation (5G) to achieve the need for more internet traffic capacity in mobile communications and to provide both high coding gain and low energy consumption. This research presents NR-LDPC for data transmission over two different multipath fading channel models, such as Nakagami-m and Rayleigh in AWGN. The BER performance of the NR-LDPC code using two kinds of rate-compatible base graphs has been examined for the QAM-OFDM (Quadrature Amplitude Modulation-Orthogonal Frequency Division Multiplexing) system and compared to the uncoded QAM-OFDM system. The BER performance obtained via Monte Carlo simulation demonstrates that the LDPC works efficiently with two different kinds of channel models: those that do not fade and those that fade and achieves significant BER improvements with high coding gain. It makes sense to use LDPC codes in 5G because they are more efficient for long data transmissions, and the key to a good code is an effective decoding algorithm. The results demonstrated a coding gain improvement of up to 15 dB at 10-3 BER.
5G新型无线LDPC在不同多径衰落信道模型下的性能分析
创建和发展一种快速、安全、可靠和经济的无线网络通信以适应现代世界的需要是一项艰巨的任务。信道编码方案的选择必须慎重,以保证在有噪声和衰落的信道中数据传输的及时性和无差错性。为了保证接收到的数据与发送的数据匹配,信道编码是通信系统体系结构的重要组成部分。NR LDPC(新无线电低密度奇偶校验)代码已被推荐用于第五代(5G),以满足移动通信中更多互联网流量容量的需求,并提供高编码增益和低能耗。本文研究了两种不同的多径衰落信道模型(如AWGN中的Nakagami-m和Rayleigh)上的NR-LDPC数据传输。在QAM-OFDM(正交调幅-正交频分复用)系统中,采用两种速率兼容的基图对NR-LDPC码的误码率性能进行了研究,并与未编码的QAM-OFDM系统进行了比较。通过蒙特卡罗仿真得到的误码率性能表明,LDPC在两种不同的信道模型下都能有效地工作:一种是不衰落的信道模型,另一种是具有高编码增益的衰落信道模型。在5G中使用LDPC码是有意义的,因为它们对于长时间数据传输更有效,而一个好的代码的关键是一个有效的解码算法。结果表明,在10-3误码率下,编码增益提高了15 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.10
自引率
0.00%
发文量
33
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