State Estimation of Max-Plus Linear Discrete Event Systems

The work developed in this paper contributes to the study of state reconstruction method for Max-Plus linear discrete event systems. In many systems, directly measurable states often do not provide all the information needed to fully describe the system’s behavior. This limitation raises the challenge of state reconstruction, which can be addressed through the use of a state estimator. Among the various observers employed in classical systems, the Luenberger observer is considered as one of the most widely used due to its simplicity and effectiveness. In this paper, we propose adapting and applying the Luenberger observer to Max-Plus linear discrete event systems. We provide necessary and sufficient conditions for the existence of this observer. Illustrative example is given in order to illustrate the capacity of the proposed method.

Authors

Institutions

Publication Details

Journal
IFAC-PapersOnLine
Published
2025-01-01
DOI
https://doi.org/10.1016/j.ifacol.2025.09.577
Primary Topic
Petri Nets in System Modeling
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

State Estimation of Max-Plus Linear Discrete Event Systems

Aldjia Nait Abdesselam, Redouane Kara, Jean Jacques Loiseau, Claude Martínez
IFAC-PapersOnLine
Petri Nets in System Modeling
article

State Estimation of Max-Plus Linear Discrete Event Systems

Aldjia Nait Abdesselam, Redouane Kara, Jean Jacques Loiseau, Claude Martínez
article en

Abstract

The work developed in this paper contributes to the study of state reconstruction method for Max-Plus linear discrete event systems. In many systems, directly measurable states often do not provide all the information needed to fully describe the system’s behavior. This limitation raises the challenge of state reconstruction, which can be addressed through the use of a state estimator. Among the various observers employed in classical systems, the Luenberger observer is considered as one of the most widely used due to its simplicity and effectiveness. In this paper, we propose adapting and applying the Luenberger observer to Max-Plus linear discrete event systems. We provide necessary and sufficient conditions for the existence of this observer. Illustrative example is given in order to illustrate the capacity of the proposed method.

IFAC-PapersOnLineVol. 59(12)
École Centrale de Nantes (FR), Centre National de la Recherche Scientifique (FR), Laboratoire des Sciences du Numérique de Nantes (FR), Institut des Sciences de l'Information et de leurs Interactions (FR), Mouloud Mammeri University of Tizi-Ouzou (DZ), Nantes Université (FR)
Openalex Percentile: Top 70%
Petri Nets in System Modeling
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

State Estimation of Max-Plus Linear Discrete Event Systems — Aldjia Nait Abdesselam, Redouane Kara, et al. · IFAC-PapersOnLine (2025) | TGRS Research Map | TGRS