http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Identification and Control Using Volterra Models
This text covers recent results in the analysis, identification and control of systems described by Volterra models. Topics covered include: - qualitative behavior of finite Volterra models compared and contrasted with other nonlinear model classes - structural restrictions and extensions to Volterra model class - least squares and stochastic identification approaches - model inversion issues - direct synthesis and model predictive control design - guidelines for practical applications Examples are drawn from Chemical, Biological and Electrical Engineering. The book is suitable as a text for a graduate control course, or as a reference for both research and practice.
Introduction -- Qualitative Behaviour -- Restrictions and Extensions -- Determination of Volterra Model Parameters -- Practical Considerations in Volterra Model Identification -- Model-Based Controller Synthesis -- Advanced Direct Synthesis Controller Design -- Model Predictive Control Using Volterra Series -- Application Case Studies -- Summary.
by F.J. Doyle, R.K. Pearson, B.A. Ogunnaike.