Title :
Reduced-order modelling of linear time-varying systems
Author :
Roychowdhury, J.
Author_Institution :
Bell Labs, Murray Hill, NJ, USA
Abstract :
We present a theory for reduced order modelling of linear time varying systems, together with efficient numerical methods for application to large systems. The technique, called TVP (Time-Varying Pade), is applicable to deterministic as well as noise analysis of many types of communication subsystems, such as mixers and switched capacitor filters, for which existing model reduction techniques cannot be used. TVP is therefore suitable for hierarchical verification of entire communication systems. We present practical applications in which TVP generates macromodels which are more than two orders of magnitude smaller but still replicate the input-output behaviour of the original systems accurately. The size reduction results in a speedup of more than 500.
Keywords :
CAD; circuit analysis computing; formal verification; reduced order systems; telecommunication computing; time-varying systems; TVP; Time-Varying Pade; communication subsystems; hierarchical verification; input-output behaviour; large systems; linear time varying systems; macromodels; mixers; model reduction techniques; noise analysis; numerical methods; reduced order modelling; size reduction; switched capacitor filters; Circuits; Communication switching; Communication systems; Computational modeling; Filters; Frequency; Noise reduction; Reduced order systems; Time varying systems; Transfer functions;
Conference_Titel :
Computer-Aided Design, 1998. ICCAD 98. Digest of Technical Papers. 1998 IEEE/ACM International Conference on
Conference_Location :
San Jose, CA, USA
Print_ISBN :
1-58113-008-2
DOI :
10.1109/ICCAD.1998.144250