Title | ||
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Design of Multilevel Signals for Identifying the Best Linear Approximation of Nonlinear Systems. |
Abstract | ||
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The best linear approximation (BLA) of a nonlinear system minimizes the difference between the actual output of the system and the modeled output in a least square sense. It depends on the power and amplitude distribution of the excitation sequences used to identify it. The theory of the BLA for Gaussian input sequences (including random phased multisines) has been widely studied. It has recently ... |
Year | DOI | Venue |
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2013 | 10.1109/TIM.2012.2216471 | IEEE Transactions on Instrumentation and Measurement |
Keywords | Field | DocType |
Linear approximation,Nonlinear systems,Linear systems,Kernel,Frequency domain analysis,Noise,Least squares approximation | Linear approximation,Least squares,Nonlinear system,Expression (mathematics),Linear system,Detection theory,Control theory,Algorithm,Electronic engineering,Gaussian,Mathematics,Binary number | Journal |
Volume | Issue | ISSN |
62 | 2 | 0018-9456 |
Citations | PageRank | References |
4 | 0.47 | 7 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hin Kwan Wong | 1 | 16 | 1.42 |
Johan Schoukens | 2 | 376 | 58.12 |
Keith R. Godfrey | 3 | 47 | 7.05 |