Polynomial Chaos Simulation of Analog and Mixed-Signal Systems | Theory, Modeling Method, Application

Teems Lovett

ISBN 10: 3838353854 / ISBN 13: 9783838353852

Editore: LAP LAMBERT Academic Publishing, 2010

Polynomial Chaos Simulation of Analog and Mixed-Signal Systems | Theory, Modeling Method, Application | Teems Lovett | Taschenbuch | 104 S. | Englisch | 2010 | LAP LAMBERT Academic Publishing | EAN 9783838353852 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Codice articolo 101202665

Riassunto:

Modeling and simulation have proved over the years to provide insight into system behavior and design. Traditionally, models are designed to only support deterministic inputs and parameters. This forces the user to provide an exact set of operating conditions to run the simulation. Greater insight into the system's behavior can be achieved by allowing inputs and parameters to reflect the user's uncertainty. The Monte Carlo method is a common yet costly approach to generating these desired statistical results. This book introduces an alternative approach by applying polynomial chaos theory to an established circuit modeling method. This results in a general uncertainty-based modeling and simulation framework which yields full system statistics after one simulation run. Linear and non- linear systems are discussed using examples from basic circuits to power converters complete with closed-loop control systems. This book will be useful to anyone interested in modeling and simulation, advanced numerical methods or uncertainty propagation.

Dati bibliografici

Titolo: Polynomial Chaos Simulation of Analog and ...
Casa editrice: LAP LAMBERT Academic Publishing
Data di pubblicazione: 2010
Legatura: Taschenbuch
Condizione: Neu