Optimal input design for system identification using spectral decomposition
From MaRDI portal
Publication:5221395
DOI10.1080/00207179.2018.1498597zbMath1436.93034arXiv1706.03982OpenAlexW2964252498MaRDI QIDQ5221395
Shravan Mohan, I. M. Mithun, Bharath Bhikkaji
Publication date: 25 March 2020
Published in: International Journal of Control (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1706.03982
system identificationspectral decompositionFisher information matrixoptimal input designconvex optimisation
System identification (93B30) Multivariable systems, multidimensional control systems (93C35) Linear systems in control theory (93C05)
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Parametric identification of complex modulus
- Four encounters with system identification
- On covariance function tests used in system identification
- Structure testing of wave propagation models used in identification of viscoelastic materials
- Convexity properties associated with nonconvex quadratic matrix functions and applications to quadratic programming
- Dynamic system identification. Experiment design and data analysis
- Some E-optimal block designs
- On the Kalman-Yakubovich-Popov lemma
- Permanently going back and forth between the ``quadratic world and the ``convexity world in optimization
- Convexity of quadratic transformations and its use in control and optimization
- Robust optimal experiment design for system identification
- Identification for control of multivariable systems: controller validation and experiment design via LMIs
- On input signal synthesis in parameter identification
- Spectral Analysis of Signals: The Missing Data Case
- Refined instrumental variable methods of recursive time-series analysis Part III. Extensions
- Optimal input signals for parameter estimation in dynamic systems--Survey and new results
- A comparison of the determinant, maximum root, and trace optimality criteria
- Comments on "Optimal inputs for system identification"
- Maximization of A convex quadratic function under linear constraints
- Input design via LMIs admitting frequency-wise model specifications in confidence regions
- Adaptive Input Design for LTI Systems
- The Factorization of Matricial Spectral Densities