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An augmented complex-valued Lyapunov stability theory based adaptive filter algorithm
A novel augmented complex-valued Lyapunov stability theory (LST) based adaptive filter (ACLAF) algorithm is proposed for the widely linear adaptive filtering of noncircular complex-valued signals. After a candidate Lyapunov ...
A generalized Lyapunov stability theory-based adaptive FIR filter algorithm with variable step sizes
(Springer London Ltd, 2017)
This paper presents a novel approach to Lyapunov stability theory-based adaptive filter (LAF) design. The proposed design is based on the minimization of the Euclidean norm of the difference weight vector under negative ...
Real-Time Implementation of Lyapunov Stability Theory-Based Adaptive Filter on FPGA
(Ieice-Inst Electronics Information Communications Eng, 2016)
The Lyapunov stability theory-based adaptive filter (LST-AF) is a robust filtering algorithm which the tracking error quickly converges to zero asymptotically. Recently, the software module of the LST-AF algorithm is ...