Integrated state/disturbance observers for two‐dimensional linear systems
In this study, the problem of simultaneous estimation of system states and disturbances is
addressed for two‐dimensional (2D) linear systems. The considered 2D systems can be …
addressed for two‐dimensional (2D) linear systems. The considered 2D systems can be …
Extension of the Bessmertnyĭ realization theorem for rational functions of several complex variables
We prove a realization theorem for rational functions of several complex variables which
extends the main theorem of Bessmertnyĭ (in: Alpay, Gohberg, Vinnikov (eds) Interpolation …
extends the main theorem of Bessmertnyĭ (in: Alpay, Gohberg, Vinnikov (eds) Interpolation …
State space representations of the Roesser type for convolutional layers
P Pauli, D Gramlich, F Allgöwer - IFAC-PapersOnLine, 2024 - Elsevier
From the perspective of control theory, convolutional layers (of neural networks) are 2-D (or
ND) linear time-invariant dynamical systems. The usual representation of convolutional …
ND) linear time-invariant dynamical systems. The usual representation of convolutional …
A novel elementary operation approach with Jordan transformation to order reduction for Roesser state-space model
This paper proposes a novel elementary operation approach to order reduction for the
Roesser state-space model of multidimensional (nD) systems by introducing a new kind of …
Roesser state-space model of multidimensional (nD) systems by introducing a new kind of …
Order evaluation to new elementary operation approach for MIMO multidimensional systems
ABSTRACT A new elementary operation approach (NEOA) for Roesser model realisation of
multi-input and multi-output (MIMO) multidimensional (nD) systems has been recently …
multi-input and multi-output (MIMO) multidimensional (nD) systems has been recently …
On minimal realizations of first-degree 3D systems with separable denominators
In this paper, we focus on first-degree three-dimensional (3D) causal systems which have
separable denominators. Gröbner basis is applied to prove that not all first-degree 3D …
separable denominators. Gröbner basis is applied to prove that not all first-degree 3D …
State-space formulation of 2-D frequency transformation in Fornasini–Marchesini second model
This paper presents a state-space formulation for the two-dimensional (2-D) frequency
transformation in the Fornasini–Marchesini second (FM II) model. Specifically, by introducing …
transformation in the Fornasini–Marchesini second (FM II) model. Specifically, by introducing …
Elementary operation approach to Fornasini–Marchesini state-space model realization of multidimensional systems
This paper proposes a novel realization approach to generate a low-order Fornasini–
Marchesini (FM)(second) model for multidimensional (nD) systems. First, based on two …
Marchesini (FM)(second) model for multidimensional (nD) systems. First, based on two …
The absolutely minimal realizations for first-degree nD SISO systems
DY Zheng - Multidimensional Systems and Signal Processing, 2020 - Springer
Using partial fraction decomposition, limit methods and algebraic techniques, finding the
absolutely minimal realization matrices for first-degree (multi-linear) n D SISO systems is …
absolutely minimal realization matrices for first-degree (multi-linear) n D SISO systems is …
Order reduction for roesser state-space model based on real jordan transformation
X Du, S Yan, G Cheng, D Zhao… - 2017 29th Chinese …, 2017 - ieeexplore.ieee.org
This paper is concerned with the problem of a order reduction approach for Roesser state-
space model of multidimensional (nD) systems based on real Jordan transformation. It will …
space model of multidimensional (nD) systems based on real Jordan transformation. It will …