Name
Title | ||
|---|---|---|
Instrumental variable based methods for continuous-time linear parameter varying system identification with fractional models |
Abstract | ||
|---|---|---|
This paper deals with continuous-time linear parameter varying (LPV) system identification with fractional models. Two variants of instrumental variables based techniques are proposed to estimate continuous-time parameters of a fractional differential equation linear parameter varying model when all fractional orders are assumed known a priori: the first one is the instrumental variables estimator based in an auxiliary model. The second one is the simplified refined instrumental variables estimator. A comparison study between the developed estimators is done via a numerical example. A Monte Carlo simulation analysis results are presented to illustrate the performances of the proposed methods in the presence of an additive output noise. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1109/MED.2016.7536043 | Mediterranean Conference on Control and Automation |
Keywords | Field | DocType |
system identification,fractional differentiation,continuous-time,LPV system,instrumental variables | Differential equation,Monte Carlo method,Control theory,Instrumental variable,A priori and a posteriori,Fractional differentiation,System identification,Mathematics,Estimator | Conference |
ISSN | Citations | PageRank |
2325-369X | 0 | 0.34 |
References | Authors | |
0 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Thouraya Salem | 1 | 0 | 0.34 |
| Manel Chetoui | 2 | 8 | 3.49 |
| Mohamed Aoun | 3 | 70 | 19.48 |