Jali Nandini, Pullakandam Muralidhar, Patri Sreehari Rao
{"title":"Low Latency Multikernel Polar Codes Using Approximate Processing Element","authors":"Jali Nandini, Pullakandam Muralidhar, Patri Sreehari Rao","doi":"10.1002/cta.4446","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>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 \n<span></span><math>\n <mo>×</mo></math> 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.</p>\n </div>","PeriodicalId":13874,"journal":{"name":"International Journal of Circuit Theory and Applications","volume":"53 10","pages":"5893-5902"},"PeriodicalIF":1.6000,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Circuit Theory and Applications","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cta.4446","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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.
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.