Decoding staircase codes with marked bits

Y. Lei; Alex Alvarado; B. Chen; X. Deng; Z. Cao; Jianqiang Li; Kun Xu

doi:10.1109/ISTC.2018.8625340

Decoding staircase codes with marked bits

Y. Lei, Alex Alvarado, B. Chen, X. Deng, Z. Cao, Jianqiang Li, Kun Xu

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

16 Citaten (Scopus)

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Staircase codes (SCCs) are typically decoded using iterative bounded-distance decoding (BDD) and hard decisions. In this paper, a novel decoding algorithm is proposed, which partially uses soft information from the channel. The proposed algorithm is based on marking certain number of highly reliable and highly unreliable bits. These marked bits are used to improve the miscorrection-detection capability of the SCC decoder and the error-correcting capability of BDD. For SCCs with 2-error-correcting BCH component codes, our algorithm improves upon standard SCC decoding by up to 0.30 dB at a bit-error rate of 10 ^-7 . The proposed algorithm is shown to achieve almost half of the gain achievable by an idealized decoder with this structure.

Originele taal-2	Engels
Titel	2018 IEEE 10th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018
Plaats van productie	Piscataway
Uitgeverij	Institute of Electrical and Electronics Engineers
Aantal pagina's	5
ISBN van elektronische versie	9781538670484
DOI's	https://doi.org/10.1109/ISTC.2018.8625340
Status	Gepubliceerd - 23 jan. 2019
Evenement	10th IEEE International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018 - Hong Kong, China Duur: 3 dec. 2018 → 7 dec. 2018

Congres

Congres	10th IEEE International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018
Land/Regio	China
Stad	Hong Kong
Periode	3/12/18 → 7/12/18

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10.1109/ISTC.2018.8625340

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Fundamentals of the Nonlinear Optical Channel
Alvarado, A. (Project Manager), Liga, G. (Projectmedewerker), Barreiro, A. (Projectmedewerker), Willems, F. M. J. (Project communicatie medewerker), Sanders, R. (Project communicatie medewerker), Alvarado, A. (Project communicatie medewerker), Barreiro, A. (Project communicatie medewerker), Sheikh, A. (Projectmedewerker), Goossens, S. (Projectmedewerker), de Jonge, M. (Project communicatie medewerker), Gültekin, Y. C. (Projectmedewerker), Jaffal, Y. (Projectmedewerker), Oliari, V. (Projectmedewerker) & Ramachandran, V. (Projectmedewerker)
1/01/18 → 30/06/23
Project: Onderzoek direct
ICONIC: Increasing the Capacity of Optical Nonlinear Interfering Channels
Alvarado, A. (Project Manager), Alvarado, A. (Projectmedewerker), Willems, F. M. J. (Project communicatie medewerker), Sanders, R. (Project communicatie medewerker), Alvarado, A. (Project communicatie medewerker), Barreiro, A. (Project communicatie medewerker), Wu, K. (Projectmedewerker), de Jonge, M. (Project communicatie medewerker), Karanov, B. (Project communicatie medewerker), Karanov, B. (Projectmedewerker), Lee, J. (Projectmedewerker) & Oliari, V. (Projectmedewerker)
1/08/17 → 31/07/23
Project: Onderzoek direct

16 Citaties
1 Tijdschriftartikel

Improved decoding of staircase codes: the soft-aided bit-marking (SABM) algorithm
Lei, Y., Chen, B., Liga, G., Deng, X., Cao, Z., Li, J., Xu, K. & Alvarado, A., 4 feb. 2019, In: arXiv. 2019, 11 blz., 1902.01178v1.
Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic

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@inproceedings{4325544de0f34d43809881da2c3ac649,

title = "Decoding staircase codes with marked bits",

abstract = " Staircase codes (SCCs) are typically decoded using iterative bounded-distance decoding (BDD) and hard decisions. In this paper, a novel decoding algorithm is proposed, which partially uses soft information from the channel. The proposed algorithm is based on marking certain number of highly reliable and highly unreliable bits. These marked bits are used to improve the miscorrection-detection capability of the SCC decoder and the error-correcting capability of BDD. For SCCs with 2-error-correcting BCH component codes, our algorithm improves upon standard SCC decoding by up to 0.30 dB at a bit-error rate of 10 -7 . The proposed algorithm is shown to achieve almost half of the gain achievable by an idealized decoder with this structure. ",

author = "Y. Lei and Alex Alvarado and B. Chen and X. Deng and Z. Cao and Jianqiang Li and Kun Xu",

year = "2019",

month = jan,

day = "23",

doi = "10.1109/ISTC.2018.8625340",

language = "English",

booktitle = "2018 IEEE 10th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "10th IEEE International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018 ; Conference date: 03-12-2018 Through 07-12-2018",

}

Lei, Y, Alvarado, A , Chen, B, Deng, X, Cao, Z, Li, J & Xu, K 2019, Decoding staircase codes with marked bits. in 2018 IEEE 10th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018., 8625340, Institute of Electrical and Electronics Engineers, Piscataway, 10th IEEE International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018, Hong Kong, China, 3/12/18. https://doi.org/10.1109/ISTC.2018.8625340

Decoding staircase codes with marked bits. / Lei, Y.; Alvarado, Alex ; Chen, B. et al.
2018 IEEE 10th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018. Piscataway: Institute of Electrical and Electronics Engineers, 2019. 8625340.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

TY - GEN

T1 - Decoding staircase codes with marked bits

AU - Lei, Y.

AU - Alvarado, Alex

AU - Chen, B.

AU - Deng, X.

AU - Cao, Z.

AU - Li, Jianqiang

AU - Xu, Kun

PY - 2019/1/23

Y1 - 2019/1/23

N2 - Staircase codes (SCCs) are typically decoded using iterative bounded-distance decoding (BDD) and hard decisions. In this paper, a novel decoding algorithm is proposed, which partially uses soft information from the channel. The proposed algorithm is based on marking certain number of highly reliable and highly unreliable bits. These marked bits are used to improve the miscorrection-detection capability of the SCC decoder and the error-correcting capability of BDD. For SCCs with 2-error-correcting BCH component codes, our algorithm improves upon standard SCC decoding by up to 0.30 dB at a bit-error rate of 10 -7 . The proposed algorithm is shown to achieve almost half of the gain achievable by an idealized decoder with this structure.

AB - Staircase codes (SCCs) are typically decoded using iterative bounded-distance decoding (BDD) and hard decisions. In this paper, a novel decoding algorithm is proposed, which partially uses soft information from the channel. The proposed algorithm is based on marking certain number of highly reliable and highly unreliable bits. These marked bits are used to improve the miscorrection-detection capability of the SCC decoder and the error-correcting capability of BDD. For SCCs with 2-error-correcting BCH component codes, our algorithm improves upon standard SCC decoding by up to 0.30 dB at a bit-error rate of 10 -7 . The proposed algorithm is shown to achieve almost half of the gain achievable by an idealized decoder with this structure.

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U2 - 10.1109/ISTC.2018.8625340

DO - 10.1109/ISTC.2018.8625340

M3 - Conference contribution

AN - SCOPUS:85062385571

BT - 2018 IEEE 10th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - 10th IEEE International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2018

Y2 - 3 December 2018 through 7 December 2018

ER -

Decoding staircase codes with marked bits

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Congres

Toegang tot document

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Vingerafdruk

Projecten

Fundamentals of the Nonlinear Optical Channel

ICONIC: Increasing the Capacity of Optical Nonlinear Interfering Channels

Onderzoekersoutput

Improved decoding of staircase codes: the soft-aided bit-marking (SABM) algorithm

Citeer dit