Low Latency Multikernel Polar Codes Using Approximate Processing Element

IF 1.6 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Jali Nandini, Pullakandam Muralidhar, Patri Sreehari Rao
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引用次数: 0

Abstract

Polar codes have become increasingly popular over the last few years and are currently adopted for the control channels in 5G wireless communication systems. However, the traditional polar codes use a (2 × 2) binary kernel, which limits codeword lengths to powers of 2. Multikernel polar codes were proposed to provide flexibility in terms of codeword lengths and are decoded using a successive cancellation (SC) decoder. This work presents the architecture of a low-latency SC decoder based on an approximate technique, decoding 3 bits in a single clock cycle at the final stage. The processing elements of the decoder are synthesized using the Synopsys design compiler in CMOS 32-nm technology. The processing element shows an average reduction of 53% in the area and 66.5% power savings. The proposed decoder's architecture is validated by FPGA implementation for a codeword length (768,384) and a code rate of 0.5. The proposed architecture demonstrates an effective hardware reduction technique with a significant decrease in the average latency of 51% and a minimal degradation in error performance, making it suitable for video broadcasting applications in 5G communications.

Abstract Image

使用近似处理元素的低延迟多核极性码
Polar码在过去几年中变得越来越流行,目前被用于5G无线通信系统的控制信道。然而,传统的极性码使用(2 × 2)二进制核,它将码字长度限制为2的幂。提出了多核极码在码字长度方面提供灵活性,并使用连续抵消(SC)解码器进行解码。这项工作提出了一种基于近似技术的低延迟SC解码器的架构,在最后阶段在单个时钟周期内解码3位。解码器的处理元件采用32纳米CMOS技术的Synopsys设计编译器合成。处理元件显示平均减少53%的面积和节省66.5%的电力。在码字长度(768384)和码率为0.5的情况下,通过FPGA实现验证了所提出的解码器结构。所提出的架构展示了一种有效的硬件减少技术,平均延迟显著降低51%,错误性能下降最小,使其适合5G通信中的视频广播应用。
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来源期刊
International Journal of Circuit Theory and Applications
International Journal of Circuit Theory and Applications 工程技术-工程:电子与电气
CiteScore
3.60
自引率
34.80%
发文量
277
审稿时长
4.5 months
期刊介绍: The scope of the Journal comprises all aspects of the theory and design of analog and digital circuits together with the application of the ideas and techniques of circuit theory in other fields of science and engineering. Examples of the areas covered include: Fundamental Circuit Theory together with its mathematical and computational aspects; Circuit modeling of devices; Synthesis and design of filters and active circuits; Neural networks; Nonlinear and chaotic circuits; Signal processing and VLSI; Distributed, switched and digital circuits; Power electronics; Solid state devices. Contributions to CAD and simulation are welcome.
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