Title :
Message-passing decoding algorithm of low-density lattice codes with Gaussian approximation
Author :
Yang Li ; Zhisong Bie
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
In this paper we apply the single Gaussian approximation without using the moment matching method. The computation complexity is further reduced while keeping an indistinguishable performance loss. This paper is organized as follows. In section II, we describe the basic concepts of LDLC codes. Section III is devoted to describing the proposed decoding algorithm with single Gaussian approximation. Section IVpresents some simulation results. Section V concludes the paper.
Keywords :
Gaussian processes; approximation theory; decoding; Gaussian approximation; LDLC codes; low-density lattice codes; message-passing decoding algorithm; Approximation algorithms; Decoding; Gaussian approximation; Lattices; Parity check codes; Quantization; Sparse matrices;
Conference_Titel :
Wireless Information Technology and Systems (ICWITS), 2012 IEEE International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-0947-9
DOI :
10.1109/ICWITS.2012.6417715