Title :
From LDPC to chunked network codes
Author :
Shenghao Yang ; Bin Tang
Author_Institution :
Inst. for Interdiscipl. Inf. Sci., Tsinghua Univ., Beijing, China
Abstract :
Chunked network code is a variation of random linear network code with low computational cost and small coefficient vector overhead. In a chunked network code, intermediate network nodes only apply network coding among packets of the same chunk. In this paper, we propose an approach to construct chunks using LDPC codes. For a given LDPC code, the chunks are simply formed by first partitioning the variable nodes into disjoint groups and then filling each group with a number of variable nodes of degree zero. The chunked network codes constructed using this approach are called L-chunked codes. We analyze the asymptotic achievable rates of L-chunked codes using belief propagation decoding for an arbitrary rank distribution of the chunk transfer matrices. Numerical evaluation shows that L-chunked codes achieve a rate very close to optimal.
Keywords :
network coding; numerical analysis; parity check codes; L-chunked codes; LDPC codes; arbitrary rank distribution; chunk transfer matrices; chunked network codes; intermediate network nodes; linear network code; numerical evaluation; variable nodes; Complexity theory; Decoding; Encoding; Generators; Network coding; Parity check codes; Vectors;
Conference_Titel :
Information Theory Workshop (ITW), 2014 IEEE
Conference_Location :
Hobart, TAS
DOI :
10.1109/ITW.2014.6970863