Title :
An improved decoding algorithm for low-density parity-check codes over the binary erasure channel
Author :
Vellambi, Badri N. ; Fekri, Faramarz
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
28 Nov.-2 Dec. 2005
Abstract :
This paper presents a new improved decoding algorithm for low-density parity-check (LDPC) codes over the binary erasure channel (BEC). The proposed algorithm combines the fact that a considerable fraction of unsatisfied check nodes are of degree two with the concept of guessing bits to perform simple graph-theoretic manipulations on the Tanner graph. The proposed decoding algorithm has a complexity similar to present improved decoding algorithms [H. Pishro-Nik et al., 2004]. Simulations of codes of very short lengths over BEC reveal the superiority of our algorithm over present improved decoding algorithms for a wide range of bit error rates.
Keywords :
binary codes; channel coding; decoding; error statistics; graph theory; parity check codes; LDPC codes; Tanner graph; binary erasure channel; bit error rate; check nodes; decoding algorithm; graph theoretic manipulations; low-density parity-check codes; Bit error rate; Iterative algorithms; Iterative decoding; Maximum likelihood decoding; Message passing; Parity check codes; Terminology;
Conference_Titel :
Global Telecommunications Conference, 2005. GLOBECOM '05. IEEE
Print_ISBN :
0-7803-9414-3
DOI :
10.1109/GLOCOM.2005.1577840