Poor man's TBR: A simple model reduction scheme

被引:105
作者
Phillips, JR [1 ]
Silveira, LM
机构
[1] Cadence Berkeley Labs, Cadence Design Syst, San Jose, CA USA
[2] IST, INESC, ID Cadence Labs, San Jose, CA 95134 USA
[3] Univ Tecn Lisboa, Dept Elect & Comp Engn, P-1000029 Lisbon, Portugal
关键词
balanced realization; input correlation; model reduction; reduced-order systems;
D O I
10.1109/TCAD.2004.839472
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a model reduction algorithm motivated by a connection between frequency-domain projection methods and approximation of truncated balanced realizations. The method is computationally simple to implement, has near-optimal error properties, and possesses simple error estimation and order-control procedures. Usage of the method also enables straightforward exploitation of information about the particular application and setting, as well as circuit functional information, such as frequency weighting information and correlations between network port waveforms. When such specific information is available, standard truncated balanced realization algorithms generate models far from optimal according to statistical decision criteria. Examples are shown to demonstrate that the method can outperform the standard order reduction techniques by providing similar accuracy with lower order models or superior accuracy for the same size model.
引用
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页码:43 / 55
页数:13
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