IGRAND: decode any product code

被引:10
作者
Galligan, Kevin [1 ]
Solomon, Amit [2 ]
Riaz, Arslan [3 ]
Medard, Muriel [2 ]
Yazicigil, Rabia T. [3 ]
Duffy, Ken R. [1 ]
机构
[1] Maynooth Univ, Hamilton Inst, Maynooth, Kildare, Ireland
[2] MIT, Res Lab Elect, Cambridge, MA 02139 USA
[3] Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
来源
2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2021年
基金
爱尔兰科学基金会;
关键词
FEC; product codes; iterative decoding; GRAND; ALGORITHM;
D O I
10.1109/GLOBECOM46510.2021.9685645
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce Iterative GRAND (IGRAND), a universal product code decoder that applies iterative bounded distance decoding and decodes component codes using code-agnostic Guessing Random Additive Noise Decoding (GRAND). We empirically determine its accuracy and, based on GRAND hardware measurements, its complexity, showing gains over alternative algorithms. We prove that the class of product codes with random linear component codes, which IGRAND is capable of decoding, are capacity-achieving in hard-decision channels.
引用
收藏
页数:6
相关论文
共 29 条
[1]  
Abbas S. M., 2021, IEEE ICASSP, P2021
[2]  
Abbas S. M., 2020, P IEEE WORKSH SIGN P
[3]   CASCADE DECODING OF CYCLIC PRODUCT CODES [J].
ABRAMSON, N .
IEEE TRANSACTIONS ON COMMUNICATION TECHNOLOGY, 1968, CO16 (03) :398-&
[4]   Closed-Chains Error Correction Technique for Turbo Product Codes [J].
Al-Dweik, A. J. ;
Sharif, B. S. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (03) :632-638
[5]   Non-Sequential Decoding Algorithm for Hard Iterative Turbo Product Codes [J].
Al-Dweik, A. J. ;
Sharif, B. S. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2009, 57 (06) :1545-1549
[6]   CRC Codes as Error Correction Codes [J].
An, Wei ;
Medard, Muriel ;
Duffy, Ken R. .
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), 2021,
[7]   Keep the bursts and ditch the interleavers [J].
An, Wei ;
Medard, Muriel ;
Duffy, Ken R. .
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
[8]   A new algorithm for "hard" iterative decoding of concatenated codes [J].
Bosco, G ;
Montorsi, G ;
Benedetto, S .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2003, 51 (08) :1229-1232
[9]  
Duffy K. R., 2020, ANN C INF SCI SYS
[10]  
Duffy K. R., IEEE T COMMUN