Automated compact dynamical modeling: An enabling tool for analog designers
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 f...
| Main Authors: | , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Language: | en_US |
| Published: |
Association for Computing Machinery (ACM)
2012
|
| Online Access: | http://hdl.handle.net/1721.1/71214 https://orcid.org/0000-0002-5880-3151 |
| _version_ | 1826209600344424448 |
|---|---|
| author | Bond, Bradley N. Daniel, Luca |
| author2 | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science |
| author_facet | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science Bond, Bradley N. Daniel, Luca |
| author_sort | Bond, Bradley N. |
| collection | MIT |
| description | 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. |
| first_indexed | 2024-09-23T14:25:25Z |
| format | Article |
| id | mit-1721.1/71214 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T14:25:25Z |
| publishDate | 2012 |
| publisher | Association for Computing Machinery (ACM) |
| record_format | dspace |
| spelling | mit-1721.1/712142022-10-01T21:14:29Z Automated compact dynamical modeling: An enabling tool for analog designers Bond, Bradley N. Daniel, Luca Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science Daniel, Luca Bond, Bradley N. Daniel, Luca 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. United States. Defense Advanced Research Projects Agency Interconnect Focus Center (United States. Defense Advanced Research Projects Agency and Semiconductor Research Corporation) 2012-06-26T20:51:39Z 2012-06-26T20:51:39Z 2010-06 Article http://purl.org/eprint/type/ConferencePaper 978-1-4503-0002-5 http://hdl.handle.net/1721.1/71214 Bond, Bradley N., and Luca Daniel. “Automated Compact Dynamical Modeling.” ACM Press, 2010. 415. Web. 26 June 2012. © 2010 Association for Computing Machinery (ACM) https://orcid.org/0000-0002-5880-3151 en_US http://dx.doi.org/ 10.1145/1837274.1837379 DAC '10 Proceedings of the 47th Design Automation Conference 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. application/pdf Association for Computing Machinery (ACM) IEEE |
| spellingShingle | Bond, Bradley N. Daniel, Luca Automated compact dynamical modeling: An enabling tool for analog designers |
| title | Automated compact dynamical modeling: An enabling tool for analog designers |
| title_full | Automated compact dynamical modeling: An enabling tool for analog designers |
| title_fullStr | Automated compact dynamical modeling: An enabling tool for analog designers |
| title_full_unstemmed | Automated compact dynamical modeling: An enabling tool for analog designers |
| title_short | Automated compact dynamical modeling: An enabling tool for analog designers |
| title_sort | automated compact dynamical modeling an enabling tool for analog designers |
| url | http://hdl.handle.net/1721.1/71214 https://orcid.org/0000-0002-5880-3151 |
| work_keys_str_mv | AT bondbradleyn automatedcompactdynamicalmodelinganenablingtoolforanalogdesigners AT danielluca automatedcompactdynamicalmodelinganenablingtoolforanalogdesigners |