Title :
Linearly-coupled fountain codes for network-coded multiple access
Author :
Shenghao Yang ; Soung Chang Liew ; Lizhao You ; Yi Chen
Author_Institution :
IIIS, Tsinghua Univ., Beijing, China
Abstract :
We propose a low-complexity digital fountain approach for network-coded multiple access (NCMA), where each source node encodes its input packets using a fountain code. In NCMA, both physical-layer network coding and multiuser decoding are employed in the physical layer of the sink node, so that the output of the physical layer is the coupling of the fountain codes employed at the source nodes. We demonstrate that a belief propagation (BP) decoding algorithm can effectively decode the coupled fountain codes to recover the input packets of all source nodes. Our approach significantly reduces the decoding complexity compared with the previous NCMA schemes based on Reed-Solomon codes and random linear codes, and hence has the potential to increase throughput and decrease delay in computation-limited NCMA systems.
Keywords :
Reed-Solomon codes; decoding; linear codes; multi-access systems; network coding; random codes; BP decoding algorithm; NCMA schemes; Reed-Solomon codes; belief propagation decoding algorithm; computation-limited NCMA systems; decoding complexity; linearly-coupled fountain codes; low-complexity digital fountain approach; multiuser decoding; network-coded multiple access; physical-layer network coding; random linear codes; sink node; source node; Complexity theory; Couplings; Decoding; Educational institutions; Linear codes; Optimization; Physical layer;
Conference_Titel :
Information Theory Workshop (ITW), 2014 IEEE
Conference_Location :
Hobart, TAS
DOI :
10.1109/ITW.2014.6970878