{"title":"Application specific hardware architecture for high-throughput short-length LDPC decoders","authors":"B. Belean, S. Nedevschi, M. Borda","doi":"10.1109/ICCP.2013.6646126","DOIUrl":null,"url":null,"abstract":"LDPC codes have been intensively used in various wireless communication applications, due to their increased BER performance. The present paper summarizes the state of the art applications of short length LDPC codes and proposes FPGA based application specific hardware architectures for short-length LDPC decoders. The decoding algorithms considered for implementation are both belief propagation and min-sum algorithm. Due to the increased BER performances, the proposed architecture make use of parallel computation capabilities offered by FPGA technology in order to implement the belief propagation algorithm. In spite of the iterative nature and increased computational complexity of the LDPC decoding algorithm, the proposed architecture achieves high-throughput, mandatory in real-time application and data transmission. The architecture for the LDPC belief propagation based decoder is based on arctangent hyperbolic function approximation used for check nodes update.","PeriodicalId":380109,"journal":{"name":"2013 IEEE 9th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE 9th International Conference on Intelligent Computer Communication and Processing (ICCP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCP.2013.6646126","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
LDPC codes have been intensively used in various wireless communication applications, due to their increased BER performance. The present paper summarizes the state of the art applications of short length LDPC codes and proposes FPGA based application specific hardware architectures for short-length LDPC decoders. The decoding algorithms considered for implementation are both belief propagation and min-sum algorithm. Due to the increased BER performances, the proposed architecture make use of parallel computation capabilities offered by FPGA technology in order to implement the belief propagation algorithm. In spite of the iterative nature and increased computational complexity of the LDPC decoding algorithm, the proposed architecture achieves high-throughput, mandatory in real-time application and data transmission. The architecture for the LDPC belief propagation based decoder is based on arctangent hyperbolic function approximation used for check nodes update.