MINLAB: Minimum noise structure for ladder-based biorthogonal filter banks

Citation
Sm. Phoong et Yp. Lin, MINLAB: Minimum noise structure for ladder-based biorthogonal filter banks, IEEE SIGNAL, 48(2), 2000, pp. 465-476
Citations number
29
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
48
Issue
2
Year of publication
2000
Pages
465 - 476
Database
ISI
SICI code
1053-587X(200002)48:2<465:MMNSFL>2.0.ZU;2-D
Abstract
In this paper, we introduce a minimum noise structure for ladder-based bior thogonal (MINLAB) filter bank. The minimum noise structure ensures that the quantization error has a unity noise gain, even though the filter bank is biorthogonal, The coder has a very low design and implementation cost. Perf ect reconstruction property is structurally preserved, Optimal bit allocati on and coding gain formulas are derived, We show that the coding gain of th e optimal MINLAB coder is always greater than or equal to unity, For both A R(1) process and MA(1) process, the MINLAB coder with two taps has a higher coding gain than the optimal orthonormal coder with an infinite number of taps, In addition to its superior decorrelation ability, it has many other desired features that make it a potentially valuable and attractive alterna tive to the orthonormal coder, especially for the high-fidelity compression .