DocumentCode :
2593121
Title :
Computation of a block-diagonal realization of a high-order filter via singular value decomposition
Author :
Mahil, Surjit S.
Author_Institution :
Dept. of Eng., Purdue Univ., Calumet Hammond, IN, USA
fYear :
1997
fDate :
17-19 Dec 1997
Firstpage :
62
Lastpage :
65
Abstract :
In electronic communication, a high-order filter may be realized by a state-space realization. For implementation, a canonical form is useful. In this paper, a block-diagonal state-space realization is determined by using singular value decomposition. Certain parity-orthogonal transformations are determined first which are then employed to determine a block-diagonal realization of a high-order filter. The realization can be implemented as a parallel structure of second-order networks, and is always obtainable when the spectrum of the system matrix of the state-space description is separable into distinct groups relative to the modulus of the eigenvalues-not an unusual constraint in filters. The procedure avoids the use of eigenstructure routines which are not helpful for ill-conditioned matrices. Also, the parity-orthogonal transformations share some properties of orthogonal matrices; the inverse is obtainable from the transpose. The computations are, hence, simplified. The transformations and the procedure is demonstrated by an example
Keywords :
eigenvalues and eigenfunctions; filtering theory; singular value decomposition; state-space methods; transfer function matrices; SVD; block-diagonal realization; canonical form; eigenvalues; high-order filter; orthogonal matrices; parallel structure; parity-orthogonal transformations; second-order networks; singular value decomposition; state-space realization; system matrix spectrum; Active filters; Digital filters; Eigenvalues and eigenfunctions; Electronic mail; Matrix decomposition; Robustness; Shape; Singular value decomposition; Time domain analysis; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal Wireless Communications, 1997 IEEE International Conference on
Conference_Location :
Mumbai
Print_ISBN :
0-7803-4298-4
Type :
conf
DOI :
10.1109/ICPWC.1997.655479
Filename :
655479
Link To Document :
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