Amine Mezghani
- 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
- Towards 6G MIMO: Massive Spatial Multiplexing, Dense Arrays, and Interplay Between Electromagnetics and Processing
2024/01/05 by Emil Björnson, Chan‐Byoung Chae, Björnson, Emil +17 · 11 citations
Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- 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
- Massive MIMO Downlink 1-Bit Precoding with Linear Programming for PSK\n Signaling
2017/04/21 by Hela Jedda, Amine Mezghani, Jedda, Hela +5 · 2 citations
Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Energy Harvesting in Wireless Networks
- 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)
- Downlink Achievable Rate Analysis in Massive MIMO Systems with One-Bit DACs
2016/10/30 by Yongzhi Li, Cheng Tao, Li, Yongzhi +7 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT)
- Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach
2023/08/25 by Firas Fredj, Fredj, Firas, Amal Feriani +5 · 2 citations
Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Millimeter-Wave Propagation and Modeling
- 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
- Multi-user Downlink Beamforming using Uplink Downlink Duality with 1-bit Converters for Flat Fading Channels
2022/06/29 by Khurram Usman Mazher, Mazher, Khurram Usman, Amine Mezghani +3 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Advanced Adaptive Filtering Techniques #Advanced Power Amplifier Design
- 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
- 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
- Physically-Consistent Modeling and Optimization of Non-local RIS-Assisted Multi-User MIMO Communication Systems
2024/06/09 by Dilki Wijekoon, Amine Mezghani, Wijekoon, Dilki +5 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Energy Harvesting in Wireless Networks