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- Publisher Website: 10.1145/2228360.2228415
- Scopus: eid_2-s2.0-84863551409
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Conference Paper: Fast nonlinear model order reduction via associated transforms of high-order volterra transfer functions
Title | Fast nonlinear model order reduction via associated transforms of high-order volterra transfer functions |
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Authors | |
Keywords | Association of variables Model order reduction (MOR) Nonlinear system Analog/RF circuits |
Issue Date | 2012 |
Publisher | Association for Computing Machinery. |
Citation | The 49th ACM/EDAC/IEEE Design Automation Conference (DAC 2012), San Francisco, CA., 3-7 June 2012. In Proceedings of the 49th Annual Design Automation Conference (DAC 2012), 2012, p. 289-294 How to Cite? |
Abstract | We present a new and fast way of computing the projection matrices serving high-order Volterra transfer functions in the context of (weakly and strongly) nonlinear model order reduction. The novelty is to perform, for the first time, the association of multivariate (Laplace) variables in high-order multiple-input multiple-output (MIMO) transfer functions to generate the standard single-s transfer functions. The consequence is obvious: instead of finding projection subspaces about every s i, only that about a single s is required. This translates into drastic saving in computation and memory, and much more compact reduced-order nonlinear models, without compromising any accuracy. © 2012 ACM. |
Persistent Identifier | http://hdl.handle.net/10722/165276 |
ISBN |
DC Field | Value | Language |
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dc.contributor.author | Zhang, Y | - |
dc.contributor.author | Liu, H | - |
dc.contributor.author | Wang, Q | - |
dc.contributor.author | Fong, N | - |
dc.contributor.author | Wong, N | - |
dc.date.accessioned | 2012-09-20T08:16:37Z | - |
dc.date.available | 2012-09-20T08:16:37Z | - |
dc.date.issued | 2012 | - |
dc.identifier.citation | The 49th ACM/EDAC/IEEE Design Automation Conference (DAC 2012), San Francisco, CA., 3-7 June 2012. In Proceedings of the 49th Annual Design Automation Conference (DAC 2012), 2012, p. 289-294 | - |
dc.identifier.isbn | 9781450311991 | - |
dc.identifier.uri | http://hdl.handle.net/10722/165276 | - |
dc.description.abstract | We present a new and fast way of computing the projection matrices serving high-order Volterra transfer functions in the context of (weakly and strongly) nonlinear model order reduction. The novelty is to perform, for the first time, the association of multivariate (Laplace) variables in high-order multiple-input multiple-output (MIMO) transfer functions to generate the standard single-s transfer functions. The consequence is obvious: instead of finding projection subspaces about every s i, only that about a single s is required. This translates into drastic saving in computation and memory, and much more compact reduced-order nonlinear models, without compromising any accuracy. © 2012 ACM. | - |
dc.language | eng | - |
dc.publisher | Association for Computing Machinery. | - |
dc.relation.ispartof | Proceedings of the 49th Annual Design Automation Conference (DAC 2012) | - |
dc.rights | Proceedings of the 49th Annual Design Automation Conference (DAC 2012). Copyright © Association for Computing Machinery. | - |
dc.subject | Association of variables | - |
dc.subject | Model order reduction (MOR) | - |
dc.subject | Nonlinear system | - |
dc.subject | Analog/RF circuits | - |
dc.title | Fast nonlinear model order reduction via associated transforms of high-order volterra transfer functions | - |
dc.type | Conference_Paper | - |
dc.identifier.email | Zhang, Y: yzhang@eee.hku.hk | - |
dc.identifier.email | Liu, H: liuht@hku.hk | - |
dc.identifier.email | Wang, Q: wangqing@hku.hk | - |
dc.identifier.email | Fong, N: nfong@eee.hku.hk | - |
dc.identifier.email | Wong, N: nwong@eee.hku.hk | - |
dc.identifier.authority | Wong, N=rp00190 | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1145/2228360.2228415 | - |
dc.identifier.scopus | eid_2-s2.0-84863551409 | - |
dc.identifier.hkuros | 209149 | - |
dc.identifier.spage | 289 | - |
dc.identifier.epage | 294 | - |
dc.publisher.place | United States | - |
dc.customcontrol.immutable | sml 130510 | - |