Title :
Low complexity construction of low density lattice codes based on array codes
Author :
Hernandez, R.A.P. ; Kurkoski, B.M.
Author_Institution :
Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
Abstract :
Recently a variety of lattices called low density lattices codes (LDLC) have been studied because they can be decoded efficiently using belief propagation, and can be seen as a Euclidean space codes analogue to low density parity check codes (LDPC). Previous LDLC lattice designs, like Latin square, are based on high-complexity computer search to eliminate 4-cycles. Array codes have been used to construct LDPC codes efficiently. This work describes the design of LDLC based on array codes. This construction is 4-cycle free and a systematic construction of the parity check matrix. For all cases considered, the LDLC based on array codes have a better symbol error rate performance than the latin square. For example, there is a 0.5 dB gain for dimension n = 91.
Keywords :
matrix algebra; parity check codes; Euclidean space codes analogue; LDLC; LDPC; array codes; belief propagation; low complexity construction; low density lattice codes; low density parity check codes; parity check matrix; AWGN channels; Arrays; Encoding; Generators; Lattices; Parity check codes; Sparse matrices;
Conference_Titel :
Information Theory and its Applications (ISITA), 2014 International Symposium on
Conference_Location :
Melbourne, VIC