Title :
Analytical Solution of Covariance Evolution for Irregular LDPC Codes
Author :
Nozaki, Takayuki ; Kasai, Kenta ; Sakaniwa, Kohichi
Author_Institution :
Dept. of Commun. & Integrated Syst, Tokyo Inst. of Technol., Tokyo, Japan
fDate :
7/1/2012 12:00:00 AM
Abstract :
The scaling law developed by Amraoui et al. is a powerful technique to estimate the block erasure probabilities of finite- length low-density parity-check (LDPC) codes. Solving a system of differential equations called covariance evolution, one can obtain the scaling parameter. However, the covariance evolution has not been analytically solved. In this paper, we present the analytical solution of the covariance evolution for irregular LDPC code ensembles.
Keywords :
differential equations; parity check codes; block erasure probability estimation; covariance evolution; differential equations; finite-length LDPC codes; irregular LDPC codes; Decoding; Differential equations; Equations; Iterative decoding; Joining processes; Random variables; Binary erasure channel (BEC); covariance evolution; low-density parity-check (LDPC) codes; peeling algorithm (PA); scaling law;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2012.2191668