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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 2019Show all

6 papers · 1 filter

cs.IT2019

Deep-Learning-Aided Successive-Cancellation Decoding of Polar Codes

Seyyed Ali Hashemi, Nghia Doan, Thibaud Tonnellier +1

A deep-learning-aided successive-cancellation list (DL-SCL) decoding algorithm for polar codes is introduced with deep-learning-aided successive-cancellation (DL-SC) decoding being…

cs.IT2019

Efficient Flicker-Free FEC Codes using Knuth's Balancing Algorithm for VLC

Elie Ngomseu Mambou, Thibaud Tonnellier, Seyyed Ali Hashemi +1

Visible light communication (VLC) provides a short-range optical wireless communication through light-emitting diode (LED) lighting. Light beam flickering and dimming are among the…

cs.IT2019

Neural Dynamic Successive Cancellation Flip Decoding of Polar Codes

Nghia Doan, Seyyed Ali Hashemi, Furkan Ercan +2

Dynamic successive cancellation flip (DSCF) decoding of polar codes is a powerful algorithm that can achieve the error correction performance of successive cancellation list (SCL)…

cs.IT2019★ 26 cited

Rate-Flexible Fast Polar Decoders

Seyyed Ali Hashemi, Carlo Condo, Marco Mondelli +1

Polar codes have gained extensive attention during the past few years and recently they have been selected for the next generation of wireless communications standards (5G). Succes…

cs.IT2019★ 9 cited

Asymmetric Construction of Low-Latency and Length-Flexible Polar Codes

Adam Cavatassi, Thibaud Tonnellier, Warren J. Gross

Polar codes are a class of capacity-achieving error correcting codes that have been selected for use in enhanced mobile broadband in the 3GPP 5th generation (5G) wireless standard.…

cs.IT2019

Fast Decoding of Multi-Kernel Polar Codes

Adam Cavatassi, Thibaud Tonnellier, Warren J. Gross

Polar codes are a class of linear error correction codes which provably attain channel capacity with infinite codeword lengths. Finite length polar codes have been adopted into the…