Title :
Decreasing error floor in LDPC codes by parity-check matrix extensions
Author :
Sharon, Eran ; Fainzilber, Orner ; Litsyn, Simon
Author_Institution :
Sch. of Electr. Eng., Tel Aviv Univ., Ramat Aviv, Israel
fDate :
June 28 2009-July 3 2009
Abstract :
High error floors in optimized irregular LDPC codes limit their usage in applications that require low error rates. We introduce new methods for lowering the error floor of LDPC codes, based on enhancing the code´s parity-check matrix with additional linearly dependent and independent parity-checks. We prove NP hardness of certain optimization problems related to proposed methods and provide upper bound on the number of parity-checks that need to be added. We show that the proposed methods can lower the error floor of the code significantly, by several orders of magnitude, at negligible or no rate penalty.
Keywords :
error correction codes; optimisation; parity check codes; LDPC codes; NP-hard problem; code error floor; optimization problems; parity-check matrix extensions; Bipartite graph; Error analysis; Floors; Iterative decoding; Joining processes; Linear code; Optimization methods; Parity check codes; Sparse matrices; Upper bound;
Conference_Titel :
Information Theory, 2009. ISIT 2009. IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4312-3
Electronic_ISBN :
978-1-4244-4313-0
DOI :
10.1109/ISIT.2009.5205738