Title :
Spatially-coupled precoded rateless codes
Author :
Sakata, Koji ; Kasai, Keisuke ; Sakaniwa, Kohichi
Author_Institution :
Dept. of Commun. & Integrated Syst., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
Raptor codes are rateless codes that achieve the capacity on the binary erasure channels. However the maximum degree of optimal output degree distribution is unbounded. This leads to a computational complexity problem both at encoders and decoders. Aref and Urbanke investigated the potential advantage of universal achieving-capacity property of proposed spatially-coupled (SC) low-density generator matrix (LDGM) codes. However the decoding error probability of SC-LDGM codes is bounded away from 0. In this paper, we investigate SC-LDGM codes concatenated with SC low-density parity-check codes. The proposed codes can be regarded as SC Hsu-Anastasopoulos rateless codes. We derive a lower bound of the asymptotic overhead from stability analysis for successful decoding by density evolution. The numerical calculation reveals that the lower bound is tight. We observe that with a sufficiently large number of information bits, the asymptotic overhead and the decoding error rate approach 0 with bounded maximum degree.
Keywords :
computational complexity; matrix algebra; parity check codes; Hsu-Anastasopoulos rateless codes; LDGM codes; Raptor codes; SC low-density parity-check codes; binary erasure channels; computational complexity problem; density evolution; optimal output degree distribution; spatially-coupled low-density generator matrix codes; spatially-coupled precoded rateless codes; stability analysis; Decoding; Eigenvalues and eigenfunctions; Equations; Error probability; Parity check codes; Stability analysis;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620664