Clockless stochastic decoding of low-density parity-check codes: Architecture and simulation model

Naoya Onizawa, Warren J. Gross, Takahiro Hanyu, Vincent C. Gaudet

研究成果: Article査読

7 被引用数 (Scopus)

抄録

This paper introduces clockless stochastic decoding for high-throughput low-density parity-check (LDPC) decoders. Stochastic computation provides ultra-lowcomplexity hardware using simple logic gates. Clockless decoding eliminates global clocking, which eases the worstcase timing restrictions of synchronous stochastic decoders. The lack of synchronization might use outdated bits to update outputs in computation nodes; however, it does not significantly affect output probabilities. A timing model of clockless-computation behaviours under a 90 nm CMOS technology is used to simulate the BER performance of the proposed decoding scheme. Based on our models, the proposed decoding scheme significantly reduces error floors due to the "lock-up" problem and achieves superior BER performance compared with conventional synchronous stochastic decoders. The timing model includes metastability to verify the affect on BER performance.

本文言語English
ページ(範囲)185-194
ページ数10
ジャーナルJournal of Signal Processing Systems
76
2
DOI
出版ステータスPublished - 2014 8月

ASJC Scopus subject areas

  • 制御およびシステム工学
  • 理論的コンピュータサイエンス
  • 信号処理
  • 情報システム
  • モデリングとシミュレーション
  • ハードウェアとアーキテクチャ

フィンガープリント

「Clockless stochastic decoding of low-density parity-check codes: Architecture and simulation model」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル