Lyapunov-based stability analysis of supervised and unsupervised adaptive algorithms

This work analyzes representative algorithms for adaptive equalization from the standpoint of Lyapunov stability. The proposed approach is valid for both supervised and unsupervised algorithms. Using this framework, we were able to obtain results that are applicable to the entire parameter space, an...

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Bibliographische Detailangaben

Hauptverfasser:	de Sousa, Celso, Attux, R, Suyama, R, Romano, J M T
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Adaptive algorithm Adaptive equalizers Adaptive signal processing Algorithm design and analysis Cost function Iterative algorithms Laboratories Lyapunov method Signal processing algorithms Stability analysis
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