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A Complex-Valued Adaptive Filter Algorithm for System Identification Problem
In this study, a complex-valued adaptive filter algorithm based on Lyapunov stability theory is presented to solve a system identification problem in the complex domain. The performance of the proposed complex-valued ...
A novel adaptive filter design using Lyapunov stability theory
(Tubitak Scientific & Technical Research Council Turkey, 2015)
This paper presents a new approach to design an adaptive filter using Lyapunov stability theory. The design procedure is formulated as an inequality constrained optimization problem. Lagrange multiplier theory is used as ...