Title :
Optimum low cost two channel IIR orthonormal filter bank
Author :
Tuqan, Jamal ; Vaidyanathan, P.P.
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
Abstract :
In this paper, we statistically optimize a well known class of IIR two channel orthonormal filter banks parameterized by a single coefficient when subband quantizers are present. The optimization procedure is extremely simple and very fast compared for example to the linear programming method used in the FIR case to achieve similar compaction (coding) gains. The special form of the filters assure the existence of a zero at π which can be important for some wavelet applications and eliminate some of the major concerns that arise in the FIR design case. Finally, the compaction gain obtained is high and numerically very close to two (ideal case) for low pass spectra, high pass spectra and certain cases of multiband spectra. For these cases, the use of higher order IIR filters does not increase the compaction (coding) gain
Keywords :
IIR filters; band-pass filters; filtering theory; optimisation; quantisation (signal); wavelet transforms; IIR filter banks; coding gain; compaction gain; high pass spectra; low pass spectra; multiband spectra; optimization procedure; subband quantizers; two channel orthonormal filter banks; wavelet applications; Bit rate; Channel bank filters; Compaction; Cost function; Filter bank; Finite impulse response filter; IIR filters; Linear programming; Optimization methods; Quantization;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.599546