DocumentCode :
2451363
Title :
Optimal rate for irregular LDPC codes in binary erasure channel
Author :
Tavakoli, H. ; Attari, M. Ahmadian ; Peyghami, M. Reza
Author_Institution :
Electr. Eng. Dept., K.N. Toosi Univ. of Technol., Tehran, Iran
fYear :
2011
fDate :
16-20 Oct. 2011
Firstpage :
125
Lastpage :
129
Abstract :
In this paper, we introduce a new practical and general method for solving the main problem of designing the capacity approaching, optimal rate, irregular low-density parity-check (LDPC) code ensemble over binary erasure channel (BEC). Compared to some new researches, which are based on application of asymptotic analysis tools out of optimization process, the proposed method is much simpler, faster, accurate and practical. Because of not using any relaxation or any approximate solution like previous works, the found answer with this method is optimal. We can construct optimal variable node degree distribution for any given binary erasure rate, e, and any check node degree distribution. The presented method is implemented and it works well in practice. The time complexity of this method is of polynomial order. As a result, we obtain some degree distribution which their rates are close to the capacity.
Keywords :
binary codes; channel coding; computational complexity; optimisation; parity check codes; asymptotic analysis tools; binary erasure channel; check node degree distribution; irregular LDPC codes; irregular low-density parity-check code ensemble; optimal variable node degree distribution; optimization process; polynomial order method; time complexity; Channel capacity; Conferences; Decoding; Optimization; Parity check codes; Polynomials; Density evolution; Infinite; LDPC code; LP; SDP; analysis method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Workshop (ITW), 2011 IEEE
Conference_Location :
Paraty
Print_ISBN :
978-1-4577-0438-3
Type :
conf
DOI :
10.1109/ITW.2011.6089360
Filename :
6089360
Link To Document :
بازگشت