Title :
Lapped unimodular transform and its factorization
Author :
Phoong, See-May ; Lin, Yuan-Pei
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
11/1/2002 12:00:00 AM
Abstract :
Two types of lapped transforms have been studied in detail in the literature, namely, the lapped orthogonal transform (LOT) and its extension, the biorthogonal lapped transform (BOLT). In this paper, we will study the lapped unimodular transform (LUT). All three transforms are first-order matrices with finite impulse response (FIR) inverses. We will show that like LOT and BOLT, all LUTs can be factorized into degree-one unimodular matrices. The factorization is both minimal and complete. We will also show that all first-order systems with FIR inverses can be minimally factorized as a cascade of degree-one LOT, BOLT, and LUT building blocks. Two examples will be given to demonstrate that despite having a very small system delay, the LUTs have a satisfactory performance in comparison with LOT and BOLT.
Keywords :
delays; matrix decomposition; matrix inversion; polynomial matrices; signal processing; transforms; transient response; BOLT; FIR inverse matrix; LOT; biorthogonal lapped transform; complete factorization; degree-one unimodular matrices; finite impulse response; first-order matrices; first-order systems; lapped orthogonal transform; lapped unimodular transform; minimal factorization; polynomial matrix; signal processing; system delay; transform factorization; Adaptive filters; Biomedical signal processing; Delay systems; Fasteners; Filtering; Finite impulse response filter; Matrix decomposition; Polynomials; Speech coding; Table lookup;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2002.804093