Per Mattsson

According to our database, Per Mattsson authored at least 21 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the equivalence of direct and indirect data-driven predictive control approaches.

Per Mattsson, Fabio Bonassi, Valentina Breschi, Thomas B. Schön

CoRR, 2024

Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning.

Ruoqi Zhang, Ziwei Luo, Jens Sjölund, Thomas B. Schön, Per Mattsson

CoRR, 2024

2023

Analysis of the Minimum-Norm Least-Squares Estimator and Its Double-Descent Behavior [Lecture Notes].

Per Mattsson, Dave Zachariah, Petre Stoica

IEEE Signal Process. Mag., May, 2023

Regularized Linear Regression via Covariance Fitting.

Per Mattsson, Dave Zachariah, Petre Stoica

IEEE Trans. Signal Process., 2023

Structured state-space models are deep Wiener models.

Fabio Bonassi, Carl R. Andersson, Per Mattsson, Thomas B. Schön

CoRR, 2023

Aiding reinforcement learning for set point control.

Ruoqi Zhang, Per Mattsson, Torbjörn Wigren

CoRR, 2023

Observer-Feedback-Feedforward Controller Structures in Reinforcement Learning.

Ruoqi Zhang, Per Mattsson, Torbjörn Wigren

CoRR, 2023

Robust nonlinear set-point control with reinforcement learning.

Ruoqi Zhang, Per Mattsson, Torbjörn Wigren

Proceedings of the American Control Conference, 2023

2021

Willems' fundamental lemma based on second-order moments.

Mina Ferizbegovic, Håkan Hjalmarsson, Per Mattsson, Thomas B. Schön

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2019

Flexible Models for Smart Maintenance.

Per Mattsson, Dave Zachariah, Niclas Björsell

Proceedings of the IEEE International Conference on Industrial Technology, 2019

2018

Recursive nonlinear-system identification using latent variables.

Per Mattsson, Dave Zachariah, Petre Stoica

Autom., 2018

2016

Recursive Identification Method for Piecewise ARX Models: A Sparse Estimation Approach.

Per Mattsson, Dave Zachariah, Petre Stoica

IEEE Trans. Signal Process., 2016

Convergence analysis for recursive Hammerstein identification.

Per Mattsson, Torbjörn Wigren

Autom., 2016

Pulse-modulated model of testosterone regulation subject to exogenous signals.

Per Mattsson, Alexander Medvedev, Zhanybai T. Zhusubaliyev

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2014

Periodical Solutions in a Pulse-Modulated Model of Endocrine Regulation With Time-Delay.

Alexander N. Churilov, Alexander Medvedev, Per Mattsson

IEEE Trans. Autom. Control., 2014

Discrete-time modeling of a hereditary impulsive feedback system.

Alexander N. Churilov, Alexander Medvedev, Per Mattsson

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Recursive identification of Hammerstein models.

Per Mattsson, Torbjörn Wigren

Proceedings of the American Control Conference, 2014

2013

State estimation in linear time-invariant systems with unknown impulsive inputs.

Per Mattsson, Alexander Medvedev

Proceedings of the 12th European Control Conference, 2013

Finite-dimensional reducibility of time-delay systems under pulse-modulated feedback.

Alexander N. Churilov, Alexander Medvedev, Per Mattsson

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Analysis of a pulse-modulated model of endocrine regulation with time-delay.

Alexander N. Churilov, Alexander Medvedev, Per Mattsson

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Estimation of input impulses by means of continuous finite memory observers.

Per Mattsson, Alexander Medvedev

Proceedings of the American Control Conference, 2012