TY - GEN
T1 - On decoding product lattices
AU - Salomon, Amir J.
AU - Amrani, Ofer
PY - 2005
Y1 - 2005
N2 - A product lattice is a high-dimensional lattice constructed using two lower dimensional lattices, in equivalence to binary product block codes constructed from two lower dimensional binary block codes. However, decoding methods typically used for binary product codes do not necessarily apply to product lattices. In this work several approaches for decoding product lattices are presented. In particular, bounded-distance decoding, which relies on the fact that all the rows and columns of the product lattice are points in the component lattices, is detailed. This property of product lattices enables one to efficiently decode the product lattice by employing separate decoders for the (much smaller dimensional) component lattices. Measures for the efficiency of these decoding methods are derived, and it is shown, also by means of computer simulation, that they are comparable to known decoding methods of lattices both in terms of effective coding gain and complexity.
AB - A product lattice is a high-dimensional lattice constructed using two lower dimensional lattices, in equivalence to binary product block codes constructed from two lower dimensional binary block codes. However, decoding methods typically used for binary product codes do not necessarily apply to product lattices. In this work several approaches for decoding product lattices are presented. In particular, bounded-distance decoding, which relies on the fact that all the rows and columns of the product lattice are points in the component lattices, is detailed. This property of product lattices enables one to efficiently decode the product lattice by employing separate decoders for the (much smaller dimensional) component lattices. Measures for the efficiency of these decoding methods are derived, and it is shown, also by means of computer simulation, that they are comparable to known decoding methods of lattices both in terms of effective coding gain and complexity.
UR - http://www.scopus.com/inward/record.url?scp=33749058370&partnerID=8YFLogxK
U2 - 10.1109/ITW.2005.1531883
DO - 10.1109/ITW.2005.1531883
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AN - SCOPUS:33749058370
SN - 078039481X
SN - 9780780394810
T3 - Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, ITW2005
SP - 179
EP - 182
BT - Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, ITW2005
T2 - IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, ITW2005
Y2 - 29 August 2005 through 1 September 2005
ER -