Research¶
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Journal Papers¶
- Antoine Legat and Julien M. Hendrickx, “Identifiability in Networked Systems: Algebraic and Combinatorial Conditions”, submitted to IEEE Transactions on Automatic Control (TAC), August 2024. [PDF]
Conference Papers¶
- Antoine Legat and Julien M. Hendrickx, “Combinatorial Characterization for Global Identifiability of Separable Networks with Partial Excitation and Measurement”, Proceedings of the 62nd IEEE Conference on Decision and Control (CDC 2023), Marina Bay Sands (Singapore), December 2023. [PDF, slides]
- Antoine Legat and Julien M. Hendrickx, “Path-Based Conditions for Local Network Identifiability–Full Version”, Proceedings of the 60th IEEE Conference on Decision and Control (CDC 2021), Austin (Texas, USA), December 2021. [PDF, slides, video]
- Antoine Legat and Julien M. Hendrickx, “Local Network Identifiability with Partial Excitation and Measurement”, Proceedings of the 59th IEEE Conference on Decision and Control (CDC 2020); Jeju Island (Republic of Korea), December 2020. [PDF, slides, video]
Talks¶
- Conference presentation, “Network Identifiability: Combinatorial Characterization”, at the 43rd Benelux Meeting on Systems and Control (2024), held in Blankenberge (Belgium) in March 2024. [abstract, slides]
- Conference presentation, “Local Network Identifiability: Path Conditions”, at the 42nd Benelux Meeting on Systems and Control (2023), held in Elspeet (The Netherlands) in March 2023. [abstract, slides]
- Conference poster presentation, “Identifiability in Networked Systems: Path-Based Conditions”, at the 2022 Workshop of the European Research Network on System Identification (ERNSI), held in Leuven (Belgium) in September 2022. [teaser, poster]
- Conference presentation, “Algebraic and Path-Based Conditions for Local Network Identifiability”, at the 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS) 2022, held in Bayreuth (Germany) in September 2022. [abstract, slides]
- Conference presentation, “Necessary Graph Condition for Local Network Identifiability”, at the European Research Network on System Identification Workshop 2021 (ERNSI), held online in September 2021. [abstract, slides]
- Conference presentation, “Graph-Theoretical Condition for Local Network Identifiability”, at the 40th Benelux Meeting on Systems and Control (2021), held in Rotterdam (The Netherlands) in June 2021. [abstract, slides]
- Conference presentation, “Local Dynamics Identification via a Graph-Theoretical Approach”, at the 39th Benelux Meeting on Systems and Control (2020), held in Elspeet (The Netherlands) in March 2020. [abstract, slides]
Toolbox¶
- We have implemented a toolbox that computes the local and decoupled identifiability of each edge for any network given. The code presents the results graphically: it displays the network graph and highlights the (non)-identifiable edges. Along this toolbox, we have added a code to check the potential equivalence of decoupled and local identifiability. [code]