Name
Abstract | ||
|---|---|---|
A fast identification algorithm for Wiener-Hammerstein systems is proposed. The computational cost of separating the front and the back linear time-invariant (LTI) block dynamics is significantly improved by using discrete optimisation. The discrete optimisation is implemented as a genetic algorithm. Numerical results confirm the efficiency and accuracy of the proposed approach. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1049/el.2014.3649 | Electronics Letters |
Keywords | Field | DocType |
circuit optimisation,genetic algorithms,identification,nonlinear network synthesis,lti,wiener-hammerstein system fast identification algorithm,back linear time-invariant block dynamics,computational cost,discrete optimisation,genetic algorithm | Control theory,Hammerstein systems,Genetic algorithm,Mathematics | Journal |
Volume | Issue | ISSN |
abs/1804.07034 | 25 | M. Schoukens, G. Vandersteen, Y. Rolain and F. Ferranti, "Fast
identification of Wiener-Hammerstein systems using discrete optimisation," in
Electronics Letters, vol. 50, no. 25, pp. 1942-1944, 12 4 2014 |
Citations | PageRank | References |
1 | 0.38 | 2 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Maarten Schoukens | 1 | 81 | 13.10 |
| Vandersteen, G. | 2 | 72 | 17.97 |
| Yves Rolain | 3 | 346 | 68.97 |
| F. Ferranti | 4 | 14 | 3.13 |