Title :
Poor man´s TBR: a simple model reduction scheme
Author :
Phillips, Joel ; Silveira, L. Miguel
Author_Institution :
Cadence Berkeley Lab., Cadence Design Syst., San Jose, CA, USA
Abstract :
This paper presents a model reduction algorithm motivated by a connection between frequency domain projection methods and approximation of truncated balanced realizations. The method produces guaranteed passive models, has near-optimal error properties, is computationally simple to implement, contains error estimators, and can incorporate frequency weighting information in a straightforward manner. Examples are shown to prove that the method can outperform the standard order reduction techniques by providing similar accuracy with lower models or superior accuracy for the same size model.
Keywords :
controllability; frequency-domain analysis; principal component analysis; realisation theory; reduced order systems; controllability; error estimators; frequency domain projection methods; frequency weighting information; model reduction algorithm; multipoint rational approximation; principal component analysis; standard order reduction techniques; truncated balanced realizations; Algorithm design and analysis; Analytical models; Approximation algorithms; Circuit analysis; Electromagnetic analysis; Frequency estimation; Integrated circuit interconnections; Integrated circuit modeling; Laboratories; Reduced order systems;
Conference_Titel :
Design, Automation and Test in Europe Conference and Exhibition, 2004. Proceedings
Print_ISBN :
0-7695-2085-5
DOI :
10.1109/DATE.2004.1269012