Abstract | ||
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In this paper, a mixed domain interpretation is given for the participation matrix, a MIMO complexity reduction strategy based upon gramians. It is shown that dominant dynamic interactions in stable MIMO linear systems can be captured using a time domain characterisation and, via Parseval, a frequency domain interpretation. The approach can be applied to stable continuous-time, as well as discrete-time MIMO systems. It provides support for decisions on plant model reduction, and consequently on controller structure selection and policy making. Moreover, the time-domain result is exploited to obtain a participation matrix estimate directly from input-output data. |
Year | DOI | Venue |
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2007 | 10.1109/ICNSC.2007.372802 | London |
Keywords | Field | DocType |
MIMO systems,linear systems,matrix algebra,stability,time-domain analysis,MIMO complexity reduction strategy,MIMO dynamic interactions,MIMO linear systems,controller structure selection,discrete-time MIMO systems,frequency domain interpretation,mixed domain analysis,participation matrix | Time domain,Domain analysis,Frequency domain,Control theory,Linear system,Computer science,Control theory,MIMO,Reduction (complexity),Control engineering,Parseval's theorem | Conference |
ISSN | ISBN | Citations |
1810-7869 | 1-4244-1076-2 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Mario E. Salgado | 1 | 39 | 8.35 |
Juan I. Yuz Eissmann | 2 | 0 | 0.34 |
Yuz, J.I. | 3 | 0 | 0.34 |