Title :
Parameterization of stable systems from partial impulse response sequences
Author :
Pillai, S. Unnikrishna ; Lee, Won Cheol
Author_Institution :
Dept. of Electr. Eng., Polytech. Univ., Brooklyn, NY, USA
fDate :
3/1/1997 12:00:00 AM
Abstract :
The authors address the problem of identifying the class of all stable system transfer functions that interpolate the given partial impulse response sequence. In this context, classical Pade approximations that are also stable, are shown to be a special case of this general formulation. The theory developed in this connection is utilized to obtain a new criterion for determining the model order and system parameters for rational systems, and, further, to generate nonminimum phase optimal stable rational approximations of nonrational systems from its impulse response sequence
Keywords :
Hankel matrices; Toeplitz matrices; approximation theory; identification; interpolation; sequences; transfer functions; transient response; Pade approximations; model order; nonminimum phase optimal stable rational approximations; nonrational systems; parameterization; partial impulse response sequences; rational systems; stable systems; system parameters; transfer function identification; Circuits; Convergence; Equations; Matrix decomposition; Singular value decomposition; Stability analysis; System identification; Transfer functions;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on