A new adaptive IIR filter
H Fan, W Jenkins - IEEE Transactions on Circuits and Systems, 1986 - ieeexplore.ieee.org
A family of stochastic approximation variants of the Steiglitz-McBride identification scheme
[1]-[3] is developed for adaptive IIR filtering. Parameter convergence is shown by computer …
[1]-[3] is developed for adaptive IIR filtering. Parameter convergence is shown by computer …
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 …
A global least mean square algorithm for adaptive IIR filtering
W Edmonson, J Principe, K Srinivasan… - IEEE Transactions on …, 1998 - ieeexplore.ieee.org
In this brief, we develop a least mean square (LMS) algorithm that converges in a statistical
sense to the global minimum of the mean square error (MSE) objective function. This is …
sense to the global minimum of the mean square error (MSE) objective function. This is …
The genetic search approach. A new learning algorithm for adaptive IIR filtering
An" evolutionary" approach called the genetic algorithm (GA) was introduced for multimodal
optimization in adaptive IIR filtering. However, the disadvantages of using such an algorithm …
optimization in adaptive IIR filtering. However, the disadvantages of using such an algorithm …
Bias removal in equation-error adaptive IIR filters
In the equation-error formulation of adaptive IIR filters, the estimated parameters contain
bias when there is noise in the desired response. A method that can eliminate this bias is …
bias when there is noise in the desired response. A method that can eliminate this bias is …
On an adaptive algorithm for IIR filters
D Parikh, N Ahmed, CR Johnson… - Proceedings of the …, 1978 - ieeexplore.ieee.org
The purpose of this communication is to discuss an IIR adaptive filter algorithm developed
by Stearns [1], in terms of an example that appeared in a recent article [2]. The example …
by Stearns [1], in terms of an example that appeared in a recent article [2]. The example …
A complex adaptive algorithm for IIR filtering
J Shynk - IEEE transactions on acoustics, speech, and signal …, 1986 - ieeexplore.ieee.org
This correspondence generalizes the Gauss-Newton algorithm [1] for adaptive IIR filters to
include complex coefficients. The resulting algorithm simultaneously updates the real and …
include complex coefficients. The resulting algorithm simultaneously updates the real and …
Convergence of the RLS and LMS adaptive filters
E Eweda, O Macchi - IEEE Transactions on Circuits and …, 1987 - ieeexplore.ieee.org
The paper presents new convergence results for two adaptive filters: the RLS and LMS
algorithms. Convergence of the exact RLS algorithm is studied when the forgetting factor λ is …
algorithms. Convergence of the exact RLS algorithm is studied when the forgetting factor λ is …
Adaptive IIR filtering: Current results and open issues
C Johnson - IEEE Transactions on Information Theory, 1984 - ieeexplore.ieee.org
A tutorial-style framework is presented for understanding the current status of adaptive
infinite-impulse-response (IIR) filters. The paper begins with a detailed discussion of the …
infinite-impulse-response (IIR) filters. The paper begins with a detailed discussion of 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 …