Title :
On a Family of Circulant Matrices for Quasi-Cyclic Low-Density Generator Matrix Codes
Author :
Baldi, Marco ; Bambozzi, Federico ; Chiaraluce, Franco
Author_Institution :
Dipt. di Ing. Biomedica, Elettron. e Telecomun. (DIBET), Univ. Politec. delle Marche, Ancona, Italy
Abstract :
We present a new class of sparse and easily invertible circulant matrices that can have a sparse inverse though not being permutation matrices. Their study is useful in the design of quasi-cyclic low-density generator matrix codes that are able to join the inner structure of quasi-cyclic codes with sparse generator matrices, so limiting the number of elementary operations needed for encoding. Circulant matrices of the proposed class permit to hit both targets without resorting to identity or permutation matrices that may penalize the code minimum distance and often cause significant error floors.
Keywords :
cyclic codes; matrix algebra; parity check codes; circulant matrices; permutation matrices; quasicyclic low-density generator matrix codes; sparse generator matrices; Complexity theory; Encoding; Generators; Parity check codes; Polynomials; Sparse matrices; Low-density generator matrix (LDGM) codes; low-density parity-check (LDPC) codes; quasi-cyclic (QC) codes; sparse circulant matrices;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2011.2161953