Biography
Ibrahim Sbeity is a third-year PhD student currently affiliated with the French Commission of Atomic Energy (CEA-Leti). He holds a Bachelor's degree in Electrical and Communication Engineering from Phoenicia University, Lebanon. Following his undergraduate studies, he pursued his Master's degree in Paris-Saclay University, France, specializing in the field of machine learning and control.
Throughout his academic journey, Ibrahim consistently demonstrated a deep interest in the domains of Machine Learning and Localization, which was evident through his various projects. Building upon his strong foundation, he embarked on his current doctoral research titled "Deep Wireless Localization Using Artificial Intelligence for Challenging Environments" at the Doctoral School of Cergy-Paris University. Ibrahim conducts his research at CEA-Leti, where he explores innovative approaches to wireless localization using cutting-edge techniques in artificial intelligence.
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