Title :
Parametrization of stable systems from impulse response data
Author :
Pillai, S. Unnikrishna ; Lee, Won Cheol
Author_Institution :
Dept. of Electr. Eng., Polytechnic Univ., Brooklyn, NY, USA
Abstract :
The paper addresses 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 their impulse response sequences
Keywords :
interpolation; numerical stability; parameter estimation; signal processing; transfer functions; transient response; classical Pade approximations; impulse response data; impulse response sequences; interpolation; model order; nonminimum phase optimal stable rational approximations; nonrational systems; parametrization; partial impulse response sequence; rational systems; stable systems; system parameters; transfer function; Contracts; Convergence; Linear matrix inequalities; Poles and zeros; Stability analysis; System identification; Transfer functions;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389802