Title :
New results in multidimensional multirate systems
Author :
Vaidyanathan, P.P.
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
Abstract :
In multidimensional multirate systems one encounters an integer matrix M, which typically takes the role of decimators and interpolators. If M is diagonal, many of the concepts of one-dimensional systems extend automatically. In the present work, the author uses the Smith-form diagonalization of M to relate arbitrary systems to systems having diagonal decimation and interpolation matrices. Applications in maximally decimated filter banks and in the study of the generalized DFT (discrete Fourier transform) are considered
Keywords :
Fourier transforms; filtering and prediction theory; matrix algebra; multidimensional digital filters; multidimensional systems; Smith-form diagonalization; decimators; discrete Fourier transform; generalized DFT; integer matrix; interpolators; maximally decimated filter banks; multidimensional multirate systems; Channel bank filters; Filter bank; Frequency domain analysis; Interpolation; Matrix decomposition; Multidimensional systems; Symmetric matrices; Unmanned aerial vehicles;
Conference_Titel :
Circuits and Systems, 1991., IEEE International Sympoisum on
Print_ISBN :
0-7803-0050-5
DOI :
10.1109/ISCAS.1991.176375