Automated compact dynamical modeling: An enabling tool for analog designers
Name
Daniel-Automated Compact.pdf
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396.17 KB
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Author(s)
Bond, Bradley N.
Daniel, Luca
Date Issued
June 2010
Journal
DAC '10 Proceedings of the 47th Design Automation Conference
Publisher
Association for Computing Machinery (ACM)
Citation
Bond, Bradley N., and Luca Daniel. “Automated Compact Dynamical Modeling.” ACM Press, 2010. 415. Web. 26 June 2012. © 2010 Association for Computing Machinery (ACM)
Version
Final published version
Abstract
In this paper we summarize recent developments in compact dynamical modeling for both linear and nonlinear systems arising in analog applications. These techniques include methods based on the projection framework, rational fitting of frequency response samples, and nonlinear system identification from time domain data. By combining traditional projection and fitting methods with recently developed convex optimization techniques, it is possible to obtain guaranteed stable and passive parameterized models that are usable in time domain simulators and may serve as a valuable tool for analog designers in both top-down and bottom-up design flows.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.
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DOI of Published Version
https://doi.org/10.1145/1837274.1837379
