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20102026
most citedDeep Learning Methods for Improved Decoding of Linear Codes

571 citations · 2.8k across the 60 of their papers we have counts for

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Showing 2021Show all

8 papers · 1 filter

cs.IT2021★ 75 cited

High-Throughput and Energy-Efficient VLSI Architecture for Ordered Reliability Bits GRAND

Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan +2

Ultra-reliable low-latency communication (URLLC), a major 5G New-Radio use case, is the key enabler for applications with strict reliability and latency requirements. These applica…

cs.IT2021★ 8 cited

Fast Successive-Cancellation List Flip Decoding of Polar Codes

Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross

This work presents a fast successive-cancellation list flip (Fast-SCLF) decoding algorithm for polar codes that addresses the high latency issue associated with the successive-canc…

cs.IT2021★ 44 cited

List-GRAND: A practical way to achieve Maximum Likelihood Decoding

Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross

Guessing Random Additive Noise Decoding (GRAND) is a recently proposed universal Maximum Likelihood (ML) decoder for short-length and high-rate linear block-codes. Soft-GRAND (SGRA…

cs.IT2021

Decoding Reed-Muller Codes with Successive Codeword Permutations

Nghia Doan, Seyyed Ali Hashemi, Marco Mondelli +1

A novel recursive list decoding (RLD) algorithm for Reed-Muller (RM) codes based on successive permutations (SP) of the codeword is presented. A low-complexity SP scheme applied to…

cs.IT2021

High-Throughput VLSI Architecture for GRAND Markov Order

Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross

Guessing Random Additive Noise Decoding (GRAND) is a recently proposed Maximum Likelihood (ML) decoding technique. Irrespective of the structure of the error correcting code, GRAND…

cs.IT2021

Successive-Cancellation Decoding of Reed-Muller Codes with Fast Hadamard Transform

Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross

A novel permuted fast successive-cancellation list decoding algorithm with fast Hadamard transform (FHT-FSCL) is presented. The proposed decoder initializes active de…