Biography
Ibrahim Sbeity received his PhD from the Doctoral School of Cergy–Paris University, where his research focused on Deep Wireless Localization Using Artificial Intelligence for Challenging Environments. His doctoral work was conducted at the French Commission for Atomic Energy (CEA-Leti), where he investigated advanced AI-driven methods for wireless localization.
He holds a Bachelor's degree in Electrical and Communication Engineering from Phoenicia University, Lebanon, and a Master's degree in Machine Learning and Control from Paris-Saclay University, France. Throughout his academic and research journey, Ibrahim has developed a strong expertise in machine learning, signal processing, and localization, contributing to several innovative projects at the intersection of these fields.
E-mail: Ibrahim.Sbeity@CEA.fr
Resume
Publications
2024
- I. Sbeity, C. Villien, B. Denis, and E. V. Belmega, "LSTM-Based GNSS Localization Using Satellite Measurement Features Jointly with Pseudorange Residuals", Sensors 2024, 24, 833.
2023
- I. Sbeity, C. Villien, B. Denis, and E. V. Belmega, "RNN-Based GNSS Positioning using Satellite Measurement Features and Pseudorange Residuals", ICL-GNSS 2023, Castellon, Spain. 🏆
- I. Sbeity, C. Villien, C. Combettes, B. Denis, E. V. Belmega, and M. Chafii, "A Novel Satellite Selection Algorithm Using LSTM Neural Networks for Single-Epoch Localization", IEEE/ION PLANS 2023, Monterey, CA, USA.
Patents
2023
- I. Sbeity, C. Villien, "GNSS localization method assisted by an artificial intelligence model", France 2023
Awards
2023
Best Paper Award 🏆
- I. Sbeity, C. Villien, B. Denis, and E. V. Belmega, "RNN-Based GNSS Positioning using Satellite Measurement Features and Pseudorange Residuals", ICL-GNSS 2023, Castellon, Spain.
Reviewing
2023
- IEEE Indoor Positioning and Indoor Navigation 2023 (IPIN 2023)
2022
- IEEE Internet of Things Magazine 2022
Invited Talks and Posters
2023
- CEA lab meeting talk, ”A Novel Satellite Selection Algorithm Using LSTM Neural Networks For Single-epoch Localization”, Grenoble, March 2023
- ETIS PhD Day, Cergy, 2023 (poster)
- ETIS invited talk, ”RNN-Based GNSS Positioning using Satellite Measurement Features and Pseudorange Residuals”, Cergy, May 2023
2022
- CEA PhD Day, Grenoble, 2022