N4SID: subspace algorithms for the identification of combined deterministic-stochastic systems

Dynamic Textures

International Journal of Computer Vision

Speech enhancement as a realisation issue

Signal Processing - Signal processing with heavy-tailed models

Model-based signal conditioning for high-speed atomic force and friction force microscopy

Microelectronic Engineering

High-performance numerical algorithms and software for subspace-based linear multivariable system identification

Journal of Computational and Applied Mathematics

Rank reduction and volume minimization approach to state-space subspace system identification

Signal Processing - Special section: Distributed source coding

The role of vector autoregressive modeling in predictor-based subspace identification

Automatica (Journal of IFAC)

Review: Propagator-based methods for recursive subspace model identification

Signal Processing

Subspace-based prediction of linear time-varying stochastic systems

Automatica (Journal of IFAC)

Brief paper: Kalman filters in non-uniformly sampled multirate systems: For FDI and beyond

Automatica (Journal of IFAC)

Brief paper: New method for identifying finite degree Volterra series

Automatica (Journal of IFAC)

Subspace identification of linear parameter-varying systems with innovation-type noise models driven by general inputs and a measurable white noise time-varying parameter vector

International Journal of Systems Science - The Seventh Portuguese Conference on Automatic Control (Controlo'2006)

Subspace identification of circulant systems

Automatica (Journal of IFAC)

Scene modeling and change detection in dynamic scenes: A subspace approach

Computer Vision and Image Understanding

Estimating ARMAX systems for multivariate time series using the state approach to subspace algorithms

Journal of Multivariate Analysis

Brief paper: Estimation of the disturbance structure from data using semidefinite programming and optimal weighting

Automatica (Journal of IFAC)

Unsupervised view and rate invariant clustering of video sequences

Computer Vision and Image Understanding

Using subspace algorithm cointegration analysis: Simulation performance and application to the term structure

Computational Statistics & Data Analysis

Multi-innovation stochastic gradient algorithms for multi-input multi-output systems

Digital Signal Processing

Predictive control of fast-sampled systems using the delta-operator

International Journal of Systems Science

Monitoring and modeling temperature variations inside silage stacks using novel wireless sensor networks

Computers and Electronics in Agriculture

Identification of lifted models for general dual-rate sampled-data systems based on input-output data

AsiaMS '07 Proceedings of the IASTED Asian Conference on Modelling and Simulation

Real-time fault tolerant control of a reverse osmosis desalination plant based on a hybrid system approach

ACC'09 Proceedings of the 2009 conference on American Control Conference

A reverse osmosis laboratory plant for experimenting with fault-tolerant control

ACC'09 Proceedings of the 2009 conference on American Control Conference

Using a state-space model and location analysis to infer time-delayed regulatory networks

EURASIP Journal on Bioinformatics and Systems Biology

Modeling music as a dynamic texture

IEEE Transactions on Audio, Speech, and Language Processing

A soft computing method for detecting lifetime building thermal insulation failures

Integrated Computer-Aided Engineering

Coordinated control design of multiple HVDC links based on model identification

Computers & Mathematics with Applications

General behavioral thermal modeling and characterization for multi-core microprocessor design

Proceedings of the Conference on Design, Automation and Test in Europe

Multi-innovation generalized extended stochastic gradient algorithm for multi-input multi-output nonlinear Box-Jenkins systems based on the auxiliary model

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

Interior-Point Method for Nuclear Norm Approximation with Application to System Identification

SIAM Journal on Matrix Analysis and Applications

A prediction method for nonlinear time series analysis of air temperature data by combining the false nearest neighbors and subspace identification methods

ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science

Brief paper: Stochastic system transformation using generalized orthonormal basis functions with applications to continuous-time system identification

Automatica (Journal of IFAC)

Fault tolerant measurement system based on Takagi--Sugeno fuzzy models for a gas turbine in a combined cycle power plant

Fuzzy Sets and Systems

Dynamic principal component analysis using subspace model identification

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I

Multi-scale Integration of Physics-Based and Data-Driven Models in Power Systems

ICCPS '12 Proceedings of the 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems

Brief Paper: Multivariable generalized state-space receding horizon control in a real-time environment

Automatica (Journal of IFAC)

Realization of stochastic systems with exogenous inputs and subspace identification methods

Automatica (Journal of IFAC)

On Consistency of Subspace Methods for System Identification

Automatica (Journal of IFAC)

Subspace identification of multivariable linear parameter-varying systems

Automatica (Journal of IFAC)

Some facts about the choice of the weighting matrices in Larimore type of subspace algorithms

Automatica (Journal of IFAC)

Consistency and asymptotic normality of some subspace algorithms for systems without observed inputs

Automatica (Journal of IFAC)

Order estimation for subspace methods

Automatica (Journal of IFAC)

Analysis of the asymptotic properties of the MOESP type of subspace algorithms

Automatica (Journal of IFAC)

Brief Recursive 4SID algorithms using gradient type subspace tracking

Automatica (Journal of IFAC)

Subspace identification for continuous-time stochastic systems via distribution-based approach

Automatica (Journal of IFAC)

Least-squares estimation of input/output models for distributed linear systems in the presence of noise

Automatica (Journal of IFAC)

Identification of discrete-time state affine state space models using cumulants

Automatica (Journal of IFAC)

Brief Virtual reference feedback tuning: a direct method for the design of feedback controllers

Automatica (Journal of IFAC)

Subspace identification for FDI in systems with non-uniformly sampled multirate data

Automatica (Journal of IFAC)

A novel subspace identification approach with enforced causal models

Automatica (Journal of IFAC)

Brief Fast approximate identification of nonlinear systems

Automatica (Journal of IFAC)

Asymptotic properties of subspace estimators

Automatica (Journal of IFAC)

Consistency analysis of some closed-loop subspace identification methods

Automatica (Journal of IFAC)

Closed-loop subspace identification using the parity space

Automatica (Journal of IFAC)

Hierarchical gradient-based identification of multivariable discrete-time systems

Automatica (Journal of IFAC)

Numerical conditioning and asymptotic variance of subspace estimates

Automatica (Journal of IFAC)

On the ill-conditioning of subspace identification with inputs

Automatica (Journal of IFAC)

Survey and Evaluation of Automated Model Generation Techniques for High Level Modeling and High Level Fault Modeling

Journal of Electronic Testing: Theory and Applications

A Linear Systems Approach to Imaging Through Turbulence

Journal of Mathematical Imaging and Vision

Compact thermal modeling for packaged microprocessor design with practical power maps

Integration, the VLSI Journal

Sequence of the most informative joints (SMIJ): A new representation for human skeletal action recognition

Journal of Visual Communication and Image Representation

N4SID and MOESP algorithms to highlight the ill-conditioning into subspace identification

International Journal of Automation and Computing