Title :
Multirate signal processing on finite fields
Author :
Sarkar, S. ; Poor, H.V.
Author_Institution :
Corp. R&D, Qualcomm Inc., San Diego, CA, USA
fDate :
8/1/2001 12:00:00 AM
Abstract :
The paper addresses the problem of multirate signal processing over arbitrary fields. Studies of multirate systems and filter banks have proceeded in parallel, and a wealth of results are available in literature. The authors concentrate their attention on cyclic systems. These structures are ideally suited to generalising the concepts to finite fields. The perfect reconstruction property for quadrature mirror filter banks is obtained. It is shown how the cyclic wavelet transform (CWT) can be derived from such systems; the relationships between cyclic filter banks and CWTs are explored in detail. The results obtained are potentially very well suited for speech and image encoding, as well as for fast algorithms in signal processing
Keywords :
channel bank filters; data compression; image coding; image reconstruction; image resolution; quadrature mirror filters; speech coding; transform coding; wavelet transforms; cyclic filter banks; cyclic systems; cyclic wavelet transform; fast algorithms; finite fields; image coding; multirate signal processing; multirate systems; perfect reconstruction property; quadrature mirror filter banks; speech coding;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:20010319