{"title":"High Performance LDPC Decoder design using FPGA","authors":"Shraddha Pawankar, N. Mohota","doi":"10.1109/ICETET-SIP-1946815.2019.9092008","DOIUrl":null,"url":null,"abstract":"LDPC codes are an important aspect of 5G communication systems. This paper presents high performance design of Low-density parity-check decoder on reconfigurable FPGA. LDPC codes are one of the most efficient error correcting codes for implementation on FPGA. The main aim is to implement a low complexity architecture of the LDPC decoder on the FPGA (Field Programmable Gate Array). The two main components of LDPC are VNU and CNU. Our efficient decoding structure will reduce the complexity with the help of check node unit (CNU) and the variable node unit (VNU) using min-sum algorithm for getting fewer slice resources. Here, we have used multiplexed storage structure for storing nod message to get the result in minimum FPGA resources. LDPC is quite an integral part in deep space communications and its potential utilization in the area which is highly explored. In space data systems it is quite important to have a LDPC decoder which has both low complexity and high performance architecture. Therefore the low-complexity method becomes an efficient method to achieve the requirements put in future by many wired and wireless communication system.","PeriodicalId":200787,"journal":{"name":"2019 9th International Conference on Emerging Trends in Engineering and Technology - Signal and Information Processing (ICETET-SIP-19)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 9th International Conference on Emerging Trends in Engineering and Technology - Signal and Information Processing (ICETET-SIP-19)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICETET-SIP-1946815.2019.9092008","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
LDPC codes are an important aspect of 5G communication systems. This paper presents high performance design of Low-density parity-check decoder on reconfigurable FPGA. LDPC codes are one of the most efficient error correcting codes for implementation on FPGA. The main aim is to implement a low complexity architecture of the LDPC decoder on the FPGA (Field Programmable Gate Array). The two main components of LDPC are VNU and CNU. Our efficient decoding structure will reduce the complexity with the help of check node unit (CNU) and the variable node unit (VNU) using min-sum algorithm for getting fewer slice resources. Here, we have used multiplexed storage structure for storing nod message to get the result in minimum FPGA resources. LDPC is quite an integral part in deep space communications and its potential utilization in the area which is highly explored. In space data systems it is quite important to have a LDPC decoder which has both low complexity and high performance architecture. Therefore the low-complexity method becomes an efficient method to achieve the requirements put in future by many wired and wireless communication system.
LDPC码是5G通信系统的一个重要方面。提出了一种基于可重构FPGA的低密度奇偶校验译码器的高性能设计。LDPC码是在FPGA上实现的最有效的纠错码之一。主要目的是在FPGA(现场可编程门阵列)上实现LDPC解码器的低复杂度架构。LDPC的两个主要组成部分是VNU和CNU。我们的译码结构利用校验节点单元(check node unit, CNU)和可变节点单元(variable node unit, VNU)的最小和算法来获取更少的分片资源,从而降低译码复杂度。在这里,我们使用多路复用存储结构来存储节点消息,以便在最小的FPGA资源下获得结果。LDPC是深空通信中不可缺少的组成部分,在深空通信领域的应用潜力备受探索。在空间数据系统中,具有低复杂度和高性能结构的LDPC解码器是非常重要的。因此,低复杂度方法成为满足未来许多有线和无线通信系统要求的有效方法。