Faouzi Bellili
- 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
- Super-Wideband Massive MIMO
2022/08/02 by Mohamed Akrout, Volodymyr Shyianov, Akrout, Mohamed +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
- 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)
- Massive Unsourced Random Access Based on Uncoupled Compressive Sensing:\n Another Blessing of Massive MIMO
2020/02/07 by Volodymyr Shyianov, Shyianov, Volodymyr, Faouzi Bellili +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
- Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model?
2024/05/17 by Mohamed Akrout, Akrout, Mohamed, Faouzi Bellili +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
- Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study
2022/11/19 by Mohamed Akrout, Akrout, Mohamed, Amal Feriani +7 · 1 citation
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Antenna Design and Optimization #Speech and Audio Processing #Cancer-related molecular mechanisms research
- From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer
2023/07/14 by Mohamed Akrout, Amine Mezghani, Akrout, Mohamed +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Speech Recognition and Synthesis #Speech and Audio Processing