Low-Complexity Architecture for High-Speed 50G-PON LDPC Decoder

被引:0
|
作者
Kwon, Kon-Woo [1 ]
Kim, Kwangok [2 ]
Doo, Kyeonghwan [2 ]
Chung, Hwanseok [2 ]
Lee, Jeong Woo [3 ]
机构
[1] Hongik Univ, Dept Comp Engn, Seoul 04066, South Korea
[2] Elect & Telecommun Res Inst, Network Res Div, Opt Network Lab, Daejeon 34129, South Korea
[3] Chung Ang Univ, Sch Elect & Elect Engn, Seoul 06974, South Korea
来源
IEEE ACCESS | 2025年 / 13卷
基金
新加坡国家研究基金会;
关键词
50G-PON; LDPC decoder; high throughput; low complexity; architecture; FPGA; PARITY-CHECK CODES; CONSTRUCTION; CAPACITY; GRAPHS; AWGN;
D O I
10.1109/ACCESS.2025.3540450
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a hardware architecture for 50G-PON LDPC decoder achieving high throughput and high error correcting capability while maintaining low level of resource utilization and implementation complexity. Our approach employs phased decoding as a key algorithm which effectively balances the competing goals of high throughput and low amount of resource utilization. We also propose a fixed-structured wiring network between variable nodes and check nodes, leveraging the quasi-cyclic property of parity-check matrix to significantly reduce implementation complexity. To further simplify the decoder structure and enhance the throughput, we propose a blockwise column cyclic shift in the parity-check matrix, along with rules for normalizing and quantizing messages generated in decoder. Our design also incorporates a pipelined structure of computation units. By integrating the proposed design schemes, we draw a sophisticated architecture for high-speed and low-complexity LDPC decoder that achieves the seamless decoding throughput of 49.7664 Gbps, even on a single FPGA board.
引用
收藏
页码:28751 / 28765
页数:15
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