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Automated compact dynamical modeling: An enabling tool for analog designers

Author(s)
Bond, Bradley N.; Daniel, Luca
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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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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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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.
Date issued
2010-06
URI
http://hdl.handle.net/1721.1/71214
Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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
ISBN
978-1-4503-0002-5

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