Improved LMI-based criterion for global asymptotic stability of 2-D state-space digital filters described by Roesser model using two?s complement arithmetic
An LMI-based criterion for the global asymptotic stability of 2-D state-space digital filters described by the Roesser model employing two?s complement overflow arithmetic is presented. Under a certain assumption, the criterion turns out to be an improvement over a criterion due to El-Agizi and Fahmy pertaining to two?s complement arithmetic and has a form similar to a criterion due to Xiao and Hill pertaining to saturation arithmetic. Examples show the effectiveness of the new criterion.
asymptotic stability digital filter finite word length effect lyapunov method multidimensional system