Title :
Modulated filter banks with minimum output distortion in presence of subband quantization
Author :
Gosse, Karine ; Karp, Tanja ; Duhamel, Pierre ; Mertins, Alfred
Author_Institution :
Dept. of Signal, ENST, Paris, France
Abstract :
This paper presents modulated minimum mean squared error (MMSE) filter banks, designed for subband coding purposes. Uniform scalar quantizers, the synthesis prototype and an additional gain control factor per subband are optimized in a rate-distortion sense. The main advantage of the proposed solution is to keep the efficient modulated implementation of the synthesis filter bank, while reducing the reconstruction distortion introduced by quantization of the subband signals. It is shown that in many circumstances, the resulting schemes are almost as efficient as plain MMSE filter banks (Wiener filters with optimized quantizers).
Keywords :
band-pass filters; digital filters; encoding; filtering theory; least mean squares methods; modulation; quantisation (signal); rate distortion theory; signal reconstruction; signal synthesis; MMSE filter banks; Wiener filters; gain control; minimum output distortion; modulated filter banks; optimized quantizers; rate distortion; reconstruction distortion; subband coding; subband quantization; subband signal reconstruction; synthesis filter bank; uniform scalar quantizers; Channel bank filters; Constraint optimization; Decoding; Filter bank; Gain control; Prototypes; Quantization; Rate-distortion; Signal synthesis; Wiener filter;
Conference_Titel :
Signals, Systems and Computers, 1996. Conference Record of the Thirtieth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7646-9
DOI :
10.1109/ACSSC.1996.599158