Stability of some system identification techniques for underparameterized IIR adaptive filters
H Fan, M Nayeri - … Symposium on Circuits and Systems (ISCAS …, 1989 - ieeexplore.ieee.org
Stability for reduced-order identification is addressed. In particular, three system
identification/adaptive filtering algorithms-the Steiglitz-McBride method (SMM), the recursive …
identification/adaptive filtering algorithms-the Steiglitz-McBride method (SMM), the recursive …
On reduced order identification; revisiting'On some system identification techniques for adaptive filtering'
H Fan, M Nayeri - IEEE transactions on circuits and systems, 1990 - ieeexplore.ieee.org
T. Soderstrom and P. Stoica (1988) have previously discussed three algorithms: the Steiglitz-
McBride method (SMM), the recursive gradient method (RGM), and the instrumental variable …
McBride method (SMM), the recursive gradient method (RGM), and the instrumental variable …
On'global convergence'of Steiglitz-McBride adaptive algorithm
H Fan, M Doroslovacki - … on Circuits and Systems II: Analog …, 1993 - ieeexplore.ieee.org
The authors investigate the global convergence phenomenon of the Steiglitz-McBride
adaptive identification/filtering method (SMM) observed previously under reduced order …
adaptive identification/filtering method (SMM) observed previously under reduced order …
Modification of the least-mean-square equation error algorithm for IIR system identification and adaptive filtering
JN Lin, R Unbehauen - IEEE International Symposium on …, 1990 - ieeexplore.ieee.org
An algorithm is proposed for infinite impulse response (IIR) system identification and signal
adaptive filtering which is derived from the least-mean-square equation error algorithm, but it …
adaptive filtering which is derived from the least-mean-square equation error algorithm, but it …
Stability, projection, and convergence of SMM for insufficient order adaptive IIR filters
M Nayeri, H Fan - … Symposium on Circuits and Systems (ISCAS …, 1990 - ieeexplore.ieee.org
The stability of the SMM (Steiglitz-McBride method) in the underparameterized case is
studied. It is shown that the offline SMM can potentially produce intermediate unstable …
studied. It is shown that the offline SMM can potentially produce intermediate unstable …
Comments on" A weighted least-squares method for the design of stable 1-D and 2-D IIR digital filters"[with reply]
For original paper by Lu et al. see IEEE Trans. Signal Processing, vol. 46, p. 1-10 (1998
January). The iterative procedure by Lu et al. for designing IIR filters is recognized as the …
January). The iterative procedure by Lu et al. for designing IIR filters is recognized as the …
On some system identification techniques for adaptive filtering
T Soderstrom, P Stoica - IEEE transactions on circuits and …, 1988 - ieeexplore.ieee.org
Three different identification methods (the Steiglitz-McBride method, the output error method,
and the instrumental variable method) are discussed in the context of adaptive filtering. They …
and the instrumental variable method) are discussed in the context of adaptive filtering. They …
Deterministic stabilty analyses of unit-norm constrained algorithms for unbiased adaptive IIR filtering
M Rupp, SC Douglas - 1997 IEEE International Conference on …, 1997 - ieeexplore.ieee.org
Recently, two simple gradient-based algorithms for unbiased IIR system identification in the
presence of zero-mean correlated output noise were derived and shown to perform well in …
presence of zero-mean correlated output noise were derived and shown to perform well in …
IIR adaptive filters using discrete orthogonal functions
MF Fahmy, GM ElRaheem… - [Proceedings] 1992 IEEE …, 1992 - ieeexplore.ieee.org
A novel adaptive IIR (infinite impulse response) system identification algorithm is described.
It is based on resolving the target function into a set of discrete orthogonal functions which in …
It is based on resolving the target function into a set of discrete orthogonal functions which in …
System identification techniques for adaptive recursive filtering
KG Arunachalam, ED Chesmore - International journal of …, 1993 - Taylor & Francis
Many problems in adaptive filtering can be approached from the point of view of system
identification. For an adaptive filter with N adjustable coefficients or weights, the mean …
identification. For an adaptive filter with N adjustable coefficients or weights, the mean …