Title :
Jointly optimal analysis and synthesis filter banks for bit constrained source coding
Author :
Hjorungnes, Are ; Ramstad, Tor A.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Abstract :
A subband coder structure is fully optimized with respect to the minimum block mean squared error between the output and the input signals under a bit constraint. The analysis filter bank structure generates maximally decimated and equal bandwidth subbands. The subband quantizers are modeled as additive noise sources. To simplify the optimization an optimal multiple-input multiple-output system is first derived. Illustrative examples showing the system performance as well as filter transfer functions are given. The performance results are compared to the rate distortion curves
Keywords :
band-pass filters; least mean squares methods; optimisation; signal processing; source coding; transfer functions; additive noise sources; analysis filter bank structure; bit constrained source coding; filter transfer functions; minimum block mean squared error; optimal analysis; optimal multiple-input multiple-output system; optimization; rate distortion curves; subband coder structure; subband quantizers; synthesis filter banks; system performance; Additive noise; Bandwidth; Channel bank filters; Computer errors; Constraint optimization; Filter bank; MIMO; Source coding; System performance; Transfer functions;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.681693