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Reducing Complexity of SC-Based Flip Decoding of Polar Codes by Early-Stopping

  • Yansong Li
  • , Rongke Liu*
  • *Corresponding author for this work
  • Beihang University

Research output: Contribution to journalArticlepeer-review

Abstract

Various flipping operations can significantly improve the error-correction performance of polar codes based on successive cancellation (SC) and SC list (SCL) decoding algorithms. In this letter, we propose an early-stopping strategy based on a novel relative partial path metric (RPPM) for SC/SCL flip algorithms to reduce the decoding latency and complexity in the low signal-to-noise ratio (SNR) region. By introducing a dynamic threshold, the proposed strategy can delete as many redundant decoding operations as possible while keeping the performance deterioration in a tolerant region. Simulation results show that compared to the original SC/SCL flip algorithms, the proposed early-stopping strategy can achieve significant reductions in average complexity across various code lengths and rates, especially in low SNR regions.

Original languageEnglish
Pages (from-to)768-772
Number of pages5
JournalIEEE Communications Letters
Volume28
Issue number4
DOIs
StatePublished - 1 Apr 2024

Keywords

  • Polar codes
  • SCF decoding
  • SCLF decoding
  • early-stopping
  • successive cancellation decoding

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