Title :
Approximately Lower Triangular Ensembles of LPDC Codes with Linear Encoding Complexity
Author :
Freundlich, Shay ; Burshtein, David ; Litsyn, Simon
Author_Institution :
Sch. of Electr. Eng., Tel Aviv Univ.
Abstract :
The complexity of brute force encoding of LDPC codes is proportional to the square value of the block length. Richardson and Urbanke have proposed efficient encoding algorithms for LDPC codes. These algorithms permute the parity check matrix of the code iteratively, such that it becomes approximately lower triangular. We propose a new approach for efficient encoding of LDPC codes in which we modify the code ensemble to force an approximate lower triangular structure, thus eliminating the need to apply the algorithms of Richardson and Urbanke. We prove that the new ensemble has the same asymptotic threshold as the corresponding standard ensemble. The new ensemble can be used for linear time encoding of an arbitrary code profile. Computer simulations confirm that the performances of the standard and new ensembles are also very similar when using finite length codes
Keywords :
computational complexity; linear codes; matrix algebra; parity check codes; LPDC codes; asymptotic threshold; brute force encoding; finite length codes; linear encoding complexity; linear time encoding; parity check matrix; Code standards; Computer simulation; Encoding; Graph theory; Iterative algorithms; Iterative decoding; Linear code; Parity check codes; Sparse matrices; Turbo codes;
Conference_Titel :
Information Theory, 2006 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
1-4244-0505-X
Electronic_ISBN :
1-4244-0504-1
DOI :
10.1109/ISIT.2006.261728