H∞ design of general multirate sampled-data control systems
Automatica (Journal of IFAC)
Paper: Recursive output error identification algorithms theory and evaluation
Automatica (Journal of IFAC)
Brief paper: A state space GPC with extensions to multirate control
Automatica (Journal of IFAC)
Technical communique: Analysis of an output error identification algorithm
Automatica (Journal of IFAC)
Brief Analysis of dual-rate inferential control systems
Automatica (Journal of IFAC)
Performance analysis of multi-innovation gradient type identification methods
Automatica (Journal of IFAC)
The residual based extended least squares identification method for dual-rate systems
Computers & Mathematics with Applications
Reconstruction of continuous-time systems from their non-uniformly sampled discrete-time systems
Automatica (Journal of IFAC)
Identification for multirate multi-input systems using the multi-innovation identification theory
Computers & Mathematics with Applications
The residual based interactive least squares algorithms and simulation studies
Computers & Mathematics with Applications
ACC'09 Proceedings of the 2009 conference on American Control Conference
ACC'09 Proceedings of the 2009 conference on American Control Conference
Parameter estimation algorithms for missing-data systems
ACC'09 Proceedings of the 2009 conference on American Control Conference
Parameter estimation with missing input/output data
ACC'09 Proceedings of the 2009 conference on American Control Conference
Self-tuning control of dual-rate systems with input nonlinearities
ACC'09 Proceedings of the 2009 conference on American Control Conference
Multi-innovation stochastic gradient algorithm for output error systems based on the auxiliary model
ACC'09 Proceedings of the 2009 conference on American Control Conference
Recursive least squares identification for multirate multi-input single-output systems
ACC'09 Proceedings of the 2009 conference on American Control Conference
Auxiliary models based multi-innovation gradient identification with colored measurement noises
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
Brief paper: Least squares based iterative identification for a class of multirate systems
Automatica (Journal of IFAC)
Gradient based and least-squares based iterative identification methods for OE and OEMA systems
Digital Signal Processing
Convergence of stochastic gradient estimation algorithm for multivariable ARX-like systems
Computers & Mathematics with Applications
Auxiliary model-based RELS and MI-ELS algorithm for Hammerstein OEMA systems
Computers & Mathematics with Applications
Digital Signal Processing
Several multi-innovation identification methods
Digital Signal Processing
Multiinnovation least-squares identification for system modeling
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Gradient-based iterative parameter estimation for Box-Jenkins systems
Computers & Mathematics with Applications
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Identification methods for Hammerstein nonlinear systems
Digital Signal Processing
Computers & Mathematics with Applications
Mathematics and Computers in Simulation
Auxiliary model identification method for multirate multi-input systems based on least squares
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Auxiliary model based multi-innovation algorithms for multivariable nonlinear systems
Mathematical and Computer Modelling: An International Journal
Identification for the second-order systems based on the step response
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Time series AR modeling with missing observations based on the polynomial transformation
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
| Hi-index | 22.15 |
For a dual-rate sampled-data system, an auxiliary model based identification algorithm for combined parameter and output estimation is proposed. The basic idea is to use an auxiliary model to estimate the unknown noise-free output (true output) of the system, and directly to identify the parameters of the underlying fast single-rate model from the dual-rate input-output data. It is shown that the parameter estimation error consistently converges to zero under generalized or weak persistent excitation conditions and unbounded noise variance, and that the output estimates uniformly converge to the true outputs. An example is included.