Decoding error probability of random parity-check matrix ensemble over the erasure channel

被引:0
作者
Chan, Chin Hei [1 ]
Fu, Fang-Wei [2 ,3 ]
Xiong, Maosheng [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Math Dept, Clear Water Bay, Hong Kong, Peoples R China
[2] Nankai Univ, Chern Inst Math, Tianjin 300071, Peoples R China
[3] Nankai Univ, LPMC, Tianjin 300071, Peoples R China
关键词
Random parity-check matrix ensemble; Parity-check codes; Erasure channel; Decoding error probability; Error exponent; List decoding; Maximum likelihood decoding; Unambiguous decoding; CODES;
D O I
10.1007/s10623-024-01516-5
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we carry out an in-depth study on the average decoding error probability of the random parity-check matrix ensemble over the erasure channel under three decoding principles, namely unambiguous decoding, maximum likelihood decoding and list decoding. We obtain explicit formulas for the average decoding error probabilities of the random parity-check matrix ensemble under these three decoding principles and compute the error exponents. Moreover, for unambiguous decoding, we compute the variance of the decoding error probability of the random parity-check matrix ensemble and the error exponent of the variance, which implies a strong concentration result, that is, roughly speaking, the ratio of the decoding error probability of a random linear code in the ensemble and the average decoding error probability of the ensemble converges to 1 with high probability when the code length goes to infinity.
引用
收藏
页码:51 / 77
页数:27
相关论文
共 18 条
[1]  
[Anonymous], 1997, 29th annual ACM Symposium on Theory of computing (STOC), (New York, USA)
[2]   THE TECHNOLOGY OF ERROR-CORRECTING CODES [J].
BERLEKAMP, ER .
PROCEEDINGS OF THE IEEE, 1980, 68 (05) :564-593
[3]  
Byers J. W., 1998, Computer Communication Review, V28, P56, DOI 10.1145/285243.285258
[4]  
Cover TM., 2006, Elements of information theory, V2, DOI 10.1002/047174882x
[5]  
Di CY, 2002, IEEE T INFORM THEORY, V48, P1570, DOI 10.1109/TIT.2002.1003839
[6]   A new upper bound on the block error probability after decoding over the erasure channel [J].
Didier, Frederic .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (10) :4496-4503
[7]   Coding over an Erasure Channel with a Large Alphabet Size [J].
Fashandi, Shervan ;
Gharan, Shahab Oveis ;
Khandani, Amir K. .
2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, :1053-1057
[8]  
Gallager R.G., 1963, LOW DENSITY PARITY C, P21
[9]  
Gallager R. G., 1968, Information Theory and Reliable Communication
[10]  
Lemes L.C., 2014, P INF THEOR APPL WOR, P108