Bellili, Faouzi

1. Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues
   2023/03/13 by Mohamed Akrout, Akrout, Mohamed, Amal Feriani +7 · 10 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Respiratory viral infections research #Speech Recognition and Synthesis
2. Super-Wideband Massive MIMO
   2022/08/02 by Mohamed Akrout, Akrout, Mohamed, Volodymyr Shyianov +7 · 5 citations
   Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Signal Processing (eess.SP) #electronic engineering #information engineering
3. Achievable Rate of Near-Field Communications Based on Physically\n Consistent Models
   2021/11/17 by Mohamed Akrout, Akrout, Mohamed, Volodymyr Shyianov +7 · 2 citations
   Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT)
4. Generalized Approximate Message Passing for Massive MIMO mmWave Channel Estimation with Laplacian Prior
   2019/03/05 by Bellili, Faouzi, Sohrabi, Foad, Yu, Wei · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT)
5. Massive Unsourced Random Access Based on Uncoupled Compressive Sensing:\n Another Blessing of Massive MIMO
   2020/02/07 by Volodymyr Shyianov, Faouzi Bellili, Shyianov, Volodymyr +5 · 1 citation
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
6. Modulating Intelligent Surfaces for Multi-User MIMO Systems: Beamforming and Modulation Design
   2021/08/24 by Rehman, Haseeb Ur, Bellili, Faouzi, Mezghani, Amine +1 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
7. Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model?
   2024/05/17 by Mohamed Akrout, Faouzi Bellili, Akrout, Mohamed +5 · 2 citations
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #PAPR reduction in OFDM #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Achievable Rate with Antenna Size Constraint: Shannon meets Chu and Bode
   2020/11/11 by Shyianov, Volodymyr, Akrout, Mohamed, Bellili, Faouzi +2 · 2 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT)
9. Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study
   2022/11/19 by Mohamed Akrout, Amal Feriani, Akrout, Mohamed +7 · 1 citation
   Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Antenna Design and Optimization #Speech and Audio Processing #Cancer-related molecular mechanisms research
10. From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer
    2023/07/14 by Mohamed Akrout, Akrout, Mohamed, Amine Mezghani +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Speech Recognition and Synthesis #Speech and Audio Processing
11. Unlabeled Compressed Sensing from Multiple Measurement Vectors
    2024/06/12 by Akrout, Mohamed, Mezghani, Amine, Bellili, Faouzi · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)