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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Krzyzak, A. |
| Copyright Year | 1987 |
| Description | Author affiliation: Concordia University, Montreal, Canada (Krzyzak, A.) |
| Abstract | In this paper we discuss estimation of discrete Hammerstein system with initial conditions. We obtain the auto-correlation function as well as parameters of dynamic linear subsystem by the correlation method. No conditions whatsover are imposed on the transform characteristics of nonlinear, memoryless subsystem with multivariate input and single output. The estimation algorithm is given and its local as well as global distribution- free convergence is shown as the number of measurements tends to infinity. The rates of convergence in both cases are derived under mild conditions on the smoothness of nonlinear system. |
| Starting Page | 1897 |
| Ending Page | 1901 |
| File Size | 369958 |
| Page Count | 5 |
| File Format | |
| DOI | 10.1109/CDC.1987.272844 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 1987-12-09 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Convergence State estimation Nonlinear dynamical systems Kernel White noise Nonlinear systems Polynomials Control systems Computer science Autocorrelation |
| Content Type | Text |
| Resource Type | Article |
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