Low-Complexity Architecture for High-Speed 50G-PON LDPC Decoder
  • Kwon, Kon-Woo
  • Kim, Kwangok
  • Doo, Kyeonghwan
  • Chung, Hwanseok
  • Lee, Jeong Woo
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초록

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.

키워드

50G-PONArchitectureFPGAHigh ThroughputLDPC DecoderLow ComplexityPARITY-CHECK CODESCONSTRUCTIONCAPACITYGRAPHSAWGN
제목
Low-Complexity Architecture for High-Speed 50G-PON LDPC Decoder
저자
Kwon, Kon-WooKim, KwangokDoo, KyeonghwanChung, HwanseokLee, Jeong Woo
DOI
10.1109/ACCESS.2025.3540450
발행일
2025-02
유형
Article
저널명
IEEE Access
13
페이지
28751 ~ 28765

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