Publications

You can also find my publications on my Google Scholar profile.

Journal publications

• Antoine Aspeel, Jakob Nylof, Jing Shuang (Lisa) Li, and Necmiye Ozay. A Low Rank Approach to Minimize Sensor-to-Actuator Communication in Finite Horizon Output Feedback. IEEE Control Systems Letters, 2023.
  • With presentation at The American Control Conference (ACC), 2024.
  • Slides are available here.
• Haldun Balim, Antoine Aspeel, Zexiang Liu, and Necmiye Ozay. Koopman-inspired Implicit Backward Reachable Sets for Unknown Nonlinear Systems. IEEE Control Systems Letters, 2023.
  • With presentation at The 62th IEEE International Conference on Decision and Control, 2023.
  • Slides are available here.
  • A poster is available here.

• Antoine Aspeel, Amaury Gouverneur, Raphaël M Jungers, and Benoit Macq. Optimal intermittent particle filter. IEEE Transactions on Signal Processing, 2022.

• Michaël Fanuel, Antoine Aspeel, Jean-Charles Delvenne, and Johan AK Suykens. Positive semi-definite embedding for dimensionality reduction and out-of-sample extensions. SIAM Journal on Mathematics of Data Science, 2022.

• Damien Dasnoy, Antoine Aspeel, Kevin Souris, and Benoit Macq. Locally tuned deformation fields combination for 2D cine-MRI-based driving of 3D motion models. In Physica Medica, 2022.

• Antoine Aspeel, Axel Legay, Raphaël M Jungers, and Benoit Macq. Optimal measurement budget allocation for Kalman prediction over a finite time horizon by genetic algorithms. In EURASIP Journal on Advances in Signal Processing, 2021.

Works in proceedings of conferences

• Antoine Aspeel, Laurent Bako, Necmiye Ozay. Minimal L2-Consistent Data-Transmission. In The 63th IEEE International Conference on Decision and Control, 2024.
  • Presented in the invited session Event-Triggered and Self-Triggered Control.

• Mohamad Louai Shehab, Antoine Aspeel, Nikos Aréchiga, Andrew Best, Necmiye Ozay. Learning True Objectives: Linear algebraic characterizations of identifiability in inverse reinforcement learning. In The 6th Annual Learning for Dynamics & Control Conference (L4DC), 2024.

• Antoine Aspeel, Necmiye Ozay. A Simulation Preorder for Koopman-like Lifted Control Systems. Presentation in The 8th IFAC Conference on Analysis and Design of Hybrid Systems, 2024.
  • With presentation as a Late-Breaking News Poster at The American Control Conference (ACC), 2024.
  • Slides are available here.
  • The poster is available here.

• Antoine Aspeel, Kwesi Rutledge, Raphaël M Jungers, Benoit Macq, and Necmiye Ozay. Optimal control for linear networked control systems with information transmission constraints. In The 60th IEEE International Conference on Decision and Control, 2021.

• Antoine Aspeel, Amaury Gouverneur, Raphaël M Jungers, and Benoit Macq. Optimal measurement budget allocation for particle filtering. In 27th IEEE International Conference on Image Processing, 2020.

• Antoine Aspeel, Damien Dasnoy, Raphaël M Jungers, and Benoit Macq. Optimal intermittent measurements for tumor tracking in X-ray guided radiotherapy. In Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. International Society for Optics and Photonics, 2019.

Preprints

• Michaël Fanuel, Antoine Aspeel, Michael T Schaub, Jean-Charles Delvenne. Ellipsoidal embeddings of graphs. (under review).

PhD Thesis

• Antoine Aspeel. Optimal Sampling for State Estimation of Stochastic Dynamical Systems, 2022.
  • Slides of my PhD defense are available here.