DocumentCode :
1264284
Title :
New Recursive Fast Radix-2 Algorithm for the Modulated Complex Lapped Transform
Author :
Britanak, V.
Author_Institution :
Inst. of Inf., Bratislava, Slovakia
Volume :
60
Issue :
12
fYear :
2012
Firstpage :
6703
Lastpage :
6708
Abstract :
A new recursive fast radix-2 algorithm for an efficient computation of the modulated complex lapped transform (MCLT) is presented. Based on a new proposed alternative recursive sparse matrix factorization for the MDCT (modified discrete cosine transform) matrix and a relation between the MDCT and the MDST (modified discrete sine transform), firstly a new recursive fast radix-2 MDST algorithm is derived. The corresponding fast MDCT and MDST computational structures are regular and complementary to each other. Consequently, this fact enables us by their composition to construct a fast MCLT computational structure representing the fast recursive radix-2 MCLT algorithm. The fast MCLT computational structure is regular and all its stages may be realized in parallel. Combining the proposed fast radix-2 MCLT algorithm with an existing generalized fast mixed-radix MDCT algorithm defined for the composite lengths N = 2 × qm, m ≥ 2, where q is an odd positive integer, we can compute the MCLT for the composite lengths N = 2n × qm, n, m ≥ 2, thus supporting a wider range of transform sizes compared to existing fast MCLT algorithms.
Keywords :
discrete cosine transforms; matrix algebra; recursive estimation; signal processing; MCLT computational structure; MDCT matrix; MDST computational structures; fast recursive radix-2 MCLT algorithm; mixed-radix MDCT algorithm; modified discrete cosine transform matrix; modified discrete sine transform; modulated complex lapped transform; odd positive integer; recursive fast radix-2 algorithm; recursive sparse matrix factorization; transform sizes; Discrete Fourier transforms; Discrete cosine transforms; Image reconstruction; Sparse matrices; Time domain analysis; Modified discrete cosine transform; modified discrete sine transform; modulated complex lapped transform; modulated lapped transform; recursive fast algorithm; recursive sparse matrix factorization;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2012.2213082
Filename :
6268357
Link To Document :
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