Identification for gain-scheduling: a balanced subspace approach. - Marco Lovera; Guillaume Mercère (ACC, 2007)

Convergence analysis of instrumental variable recursive subspace identification algorithms. - Guillaume Mercère; Marco Lovera (Autom., 2007)

A least squares approach to the subspace identification problem. - Laurent Bako; Guillaume Mercère; Stéphane Lecoeuche (CDC, 2008)

Propagator-based methods for recursive subspace model identification. - Guillaume Mercère; Laurent Bako; Stéphane Lecoeuche (Signal Process., 2008)

On-line structured subspace identification with application to switched linear systems. - Laurent Bako; Guillaume Mercère; Stéphane Lecoeuche (Int. J. Control, 2009)

System identification and uncertainty domain determination: a subspace-based approach. - Wafa Farah; Guillaume Mercère; Thierry Poinot (ACC, 2010)

Identification of a flexible robot manipulator using a linear parameter-varying descriptor state-space structure. - Guillaume Mercère; Marco Lovera; Edouard Laroche (CDC/ECC, 2011)

Parameterization and identification of multivariable state-space systems: A canonical approach. - Guillaume Mercère; Laurent Bako (Autom., 2011)

Continuous-Time Linear Parameter-Varying Identification of a Cross Flow Heat Exchanger: A Local Approach. - Guillaume Mercère; Halldor Pálsson; Thierry Poinot (IEEE Trans. Control. Syst. Technol., 2011)

Affine LPV systems: Realization theory, input-output equations and relationship with linear switched systems. - Mihály Petreczky; Guillaume Mercère (CDC, 2012)

Linear fractional LPV model identification from local experiments: An H∞-based optimization technique. - Daniel Vizer; Guillaume Mercère; Olivier Prot; Edouard Laroche; Marco Lovera (CDC, 2013)

Identifying second-order models of mechanical structures in physical coordinates: An orthogonal complement approach. - José A. Ramos; Guillaume Mercère; Olivier Prot (ECC, 2013)

A local approach framework for black-box and gray-box LPV system identification. - Daniel Vizer; Guillaume Mercère; Olivier Prot; José A. Ramos (ECC, 2013)

Regression techniques for subspace-based black-box state-space system identification: an overview - Guillaume Mercère (CoRR, 2013)

A new parametrisation of matrix fraction descriptions to improve gradient-based optimisation methods. - Jérémy Vayssettes; Guillaume Mercère (CDC, 2014)

Identification of 2D Roesser models by using linear fractional transformations. - Mohamed Farah 002; Guillaume Mercère; Régis Ouvrard; Thierry Poinot; José A. Ramos (ECC, 2014)

H∞-based LPV model identification from local experiments with a gap metric-based operating point selection. - Daniel Vizer; Guillaume Mercère (ECC, 2014)

Identification of parameterized gray-box state-space systems: from a black-box linear time-invariant representation to a structured one: detailed derivation of the gradients involved in the cost functions. - Guillaume Mercère; José A. Ramos; Olivier Prot (CoRR, 2014)

Frequency-domain identification of aircraft structural modes from short-duration flight tests. - Jérémy Vayssettes; Guillaume Mercère; Pierre Vacher; Raymond A. de Callafon (Int. J. Control, 2014)

Identification of Parameterized Gray-Box State-Space Systems: From a Black-Box Linear Time-Invariant Representation to a Structured One. - Guillaume Mercère; Olivier Prot; José A. Ramos (IEEE Trans. Autom. Control., 2014)

Reinitialized partial moments for the identification of the heat equation parameters. - Mohamed Farah 002; Régis Ouvrard; Guillaume Mercère; Thierry Poinot; Jean-Denis Gabano (ECC, 2015)

Structured model identification algorithm based on constrained optimisation. - Jérémy Vayssettes; Guillaume Mercère; Yannick Bury; Valerie Pommier-Budinger (ECC, 2015)

Structural properties of affine LPV to LFR transformation: Minimality, input-output behavior and identifiability. - Ziad Alkhoury; Mihály Petreczky; Guillaume Mercère (CDC, 2016)

Innovation-based subspace identification in open- and closed-loop. - Guillaume Mercère; Ivan Markovsky; José A. Ramos (CDC, 2016)

New developments for matrix fraction descriptions: A fully-parametrised approach. - Jérémy Vayssettes; Guillaume Mercère; Olivier Prot (Autom., 2016)

Structural properties of LPV to LFR transformation: minimality, input-output behavior and identifiability. - Ziad Alkhoury; Mihály Petreczky; Guillaume Mercère (CoRR, 2016)

Prior knowledge and Markov parameters of linear time-invariant models. - Guillaume Mercère (CoRR, 2016)

Subspace algorithms for identifying separable-in-denominator 2D systems with deterministic-stochastic inputs. - José A. Ramos; Guillaume Mercère (Int. J. Control, 2016)

H∞-norm-based optimization for the identification of gray-box LTI state-space model parameters. - Daniel Vizer; Guillaume Mercère; Olivier Prot; Edouard Laroche (Syst. Control. Lett., 2016)

Identifiability of affine linear parameter-varying models. - Ziad Alkhoury; Mihály Petreczky; Guillaume Mercère (Autom., 2017)

Comparing global input-output behavior of frozen-equivalent LPV state-space models. - Ziad Alkhoury; Mihály Petreczky; Guillaume Mercère (CoRR, 2017)

Subspace identification with constraints on the impulse response. - Ivan Markovsky; Guillaume Mercère (Int. J. Control, 2017)

Image modeling based on a 2-D stochastic subspace system identification algorithm. - José A. Ramos; Guillaume Mercère (Multidimens. Syst. Signal Process., 2017)

Realization Theory for LPV State-Space Representations With Affine Dependence. - Mihály Petreczky; Roland Tóth; Guillaume Mercère (IEEE Trans. Autom. Control., 2017)

Subspace Identification of 2-D CRSD Roesser Models With Deterministic-Stochastic Inputs: A State Computation Approach. - Ahmed Alenany; Guillaume Mercère; José A. Ramos (IEEE Trans. Control. Syst. Technol., 2017)

Optimal identification experiment design for LPV systems using the local approach. - Debarghya Ghosh; Xavier Bombois; Julien Huillery; Gérard Scorletti; Guillaume Mercère (Autom., 2018)

Computation of the State Bias and Initial States for Stochastic State Space Systems in the General 2-D Roesser Model Form. - José A. Ramos; Guillaume Mercère (CoRR, 2018)

A stochastic subspace system identification algorithm for state-space systems in the general 2-D Roesser model form. - José A. Ramos; Guillaume Mercère (Int. J. Control, 2018)

Combining least-squares and gradient-based algorithms for the identification of a co-current flow heat exchanger. - Mohamed Farah 002; Guillaume Mercère; Régis Ouvrard; Thierry Poinot (Int. J. Control, 2019)

Identification of single flexible-joint robot dynamics: a nonparametric approach. - Bassem Boukhebouz; Guillaume Mercère; Mathieu Grossard; Xavier Lamy; Edouard Laroche (MED, 2020)

Combining Linear Algebra and Numerical Optimization for Gray-Box Affine State-Space Model Identification. - Olivier Prot; Guillaume Mercère (IEEE Trans. Autom. Control., 2020)

Foreword Identification and Control in Biomedical Applications. - Guillaume Mercère; Alexander Medvedev; Daniel E. Rivera; Caterina M. Scoglio; Bayu Jayawardhana (IEEE Trans. Control. Syst. Technol., 2020)

Minimal Realizations of Input-Output Behaviors by LPV State-Space Representations With Affine Dependence. - Mihály Petreczky; Roland Tóth; Guillaume Mercère (IEEE Control. Syst. Lett., 2023)

LPV-ARX representations of LPV state-space models with affine dependence. - Mihály Petreczky; Roland Tóth; Guillaume Mercère (Syst. Control. Lett., 2023)

Tracking Distributed Parameters System Dynamics with Recursive Dynamic Mode Decomposition with Control. - Taleb Bou Hamdan; Guillaume Mercère; Thibault Dairay; Raphaël Meunier; Pascal Tremblay; Patrick Coirault (SIAM J. Appl. Dyn. Syst., 2023)

Enhanced Recursive Total Least Squares Method With Subspace Tracking and Noise Covariance Estimation. - Mohamed M. El-Sherbiny; Guillaume Mercère; Vincent Arvis; Frédéric Biesse (IEEE Control. Syst. Lett., 2024)

A Robust and Regularized Algorithm for Recursive Total Least Squares Estimation. - Hugo Koide; Jérémy Vayssettes; Guillaume Mercère (IEEE Control. Syst. Lett., 2024)

On the Equivalence Between Functionally Affine LPV State-Space Representations and LFT Models. - Mihály Petreczky; Ziad Alkhoury; Guillaume Mercère (IEEE Control. Syst. Lett., 2025)