Title :
Systematic Modification of Parity-Check Matrices for Efficient Encoding of LDPC Codes
Author :
Shaqfeh, M. ; Goertz, N.
Author_Institution :
Univ. of Edinburgh, Edinburgh
Abstract :
An algorithm for efficient encoding of LDPC codes is presented that does not impose any restrictions on the construction of the parity-check matrices. The algorithm modifies the parity check matrix, without changing the subspace spanned by its rows, by removing linear dependent rows and adding a small number of new rows such that the graph-based message-passing encoder will not get stuck in a stopping set. The added rows are designed by a new algorithm which is based on the notion of the "key set". The encoder exploits the sparseness of the parity-check matrix, and the encoding complexity grows almost linear with the blocksize, because the number of added rows, which may not be sparse, is relatively small.
Keywords :
encoding; matrix algebra; parity check codes; LDPC codes; encoding; graph-based encoder; matrix sparseness; message-passing encoder; parity-check matrices; Communications Society; Decoding; Digital communication; Encoding; Image coding; Linear code; Parity check codes; Phase change materials; Sparse matrices; Vectors;
Conference_Titel :
Communications, 2007. ICC '07. IEEE International Conference on
Conference_Location :
Glasgow
Print_ISBN :
1-4244-0353-7
DOI :
10.1109/ICC.2007.160