Nir Shlezinger
- Beam Focusing for Near-Field Multi-User MIMO Communications
2021/05/27 by Haiyang Zhang, Nir Shlezinger, Zhang, Haiyang +9 · 29 citations
Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #Full-Duplex Wireless Communications
- Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar
2020/01/01 by Xiang Liu, Tianyao Huang, Nir Shlezinger +3 · 26 citations
Engineering · #Advanced SAR Imaging Techniques #PAPR reduction in OFDM #Radar Systems and Signal Processing
- KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics
2022/01/01 by Guy Revach, Nir Shlezinger, Xiaoyong Ni +4 · 25 citations
Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Neural Networks and Applications #Time Series Analysis and Forecasting
- Model-Based Deep Learning
2020/12/15 by Nir Shlezinger, Shlezinger, Nir, Jay Whang +5 · 21 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning and Data Classification #Model Reduction and Neural Networks #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
- Integrated Sensing and Communications with Reconfigurable Intelligent Surfaces
2022/11/02 by Sundeep Prabhakar Chepuri, Nir Shlezinger, Chepuri, Sundeep Prabhakar +9 · 13 citations
Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Underwater Vehicles and Communication Systems
- 6G Wireless Communications: From Far-field Beam Steering to Near-field Beam Focusing
2022/03/24 by Haiyang Zhang, Zhang, Haiyang, Nir Shlezinger +7 · 8 citations
Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm
2023/09/28 by Julian P. Merkofer, Guy Revach, Nir Shlezinger +2 · 13 citations
Computer Science · Earth and Planetary Sciences · #Speech and Audio Processing #Direction-of-Arrival Estimation Techniques #Underwater Acoustics Research
- 6G Wireless Communications: From Far-Field Beam Steering to Near-Field Beam Focusing
2023/04/01 by Haiyang Zhang, Nir Shlezinger, Francesco Guidi +2 · 8 citations
- Latent-KalmanNet: Learned Kalman Filtering for Tracking from High-Dimensional Signals
2023/04/16 by Itay Buchnik, Buchnik, Itay, Damiano Steger +9 · 8 citations
Computer Science · #FOS: Electrical engineering #Signal Processing (eess.SP) #Target Tracking and Data Fusion in Sensor Networks #Time Series Analysis and Forecasting #electronic engineering #information engineering
- Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization
2022/05/05 by Nir Shlezinger, Yonina C. Eldar, Shlezinger, Nir +3 · 8 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Cell Image Analysis Techniques #Advanced Fluorescence Microscopy Techniques #Model Reduction and Neural Networks
- Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding
2023/07/10 by Nhan T. Nguyen, Nguyen, Nhan Thanh, Ly V. Nguyen +9 · 6 citations
Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing
2023/09/01 by Sundeep Prabhakar Chepuri, Nir Shlezinger, Fan Liu +3 · 5 citations
Engineering · #Advanced Wireless Communication Technologies #Optical Wireless Communication Technologies #Indoor and Outdoor Localization Technologies
- Latent-KalmanNet: Learned Kalman Filtering for Tracking From High-Dimensional Signals
2023/12/22 by Itay Buchnik, Guy Revach, Damiano Steger +3 · 6 citations
Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Time Series Analysis and Forecasting #Video Surveillance and Tracking Methods
- Adaptive KalmanNet: Data-Driven Kalman Filter with Fast Adaptation
2023/09/13 by Xiaoyong Ni, Guy Revach, Ni, Xiaoyong +3 · 5 citations
Computer Science · Earth and Planetary Sciences · #Target Tracking and Data Fusion in Sensor Networks #Underwater Acoustics Research #Neural Networks and Applications
- SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation
2023/06/04 by Dor H. Shmuel, Julian P. Merkofer, Shmuel, Dor H. +7 · 3 citations
Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #Speech and Audio Processing #Structural Health Monitoring Techniques
- Wideband Multi-User MIMO Communications with Frequency Selective RISs: Element Response Modeling and Sum-Rate Maximization
2022/02/04 by Κωνσταντίνος Κατσάνος, Nir Shlezinger, Katsanos, Konstantinos D. +5 · 3 citations
Engineering · #Advanced Antenna and Metasurface Technologies #Antenna Design and Analysis #Antenna Design and Optimization
- Near-Field Wireless Power Transfer for 6G Internet of Everything Mobile Networks: Opportunities and Challenges
2022/03/01 by Haiyang Zhang, Nir Shlezinger, Francesco Guidi +3 · 2 citations
- Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels
2023/05/12 by Tomer Raviv, Sangwoo Park, Raviv, Tomer +7 · 3 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Wireless Signal Modulation Classification
- Asynchronous Online Adaptation via Modular Drift Detection for Deep Receivers
2024/07/12 by Nicole Uzlaner, Tomer Raviv, Uzlaner, Nicole +5 · 3 citations
Energy · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Islanding Detection in Power Systems #Optical Network Technologies #Power Systems and Renewable Energy #Signal Processing (eess.SP) #electronic engineering #information engineering
- Blind Channel Estimation and Joint Symbol Detection with Data-Driven Factor Graphs
2024/01/23 by Luca Schmid, Schmid, Luca, Tomer Raviv +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #RNA and protein synthesis mechanisms #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Dynamic Metasurface Antennas for MIMO-OFDM Receivers with Bit-Limited ADCs
2019/12/14 by Hanqing Wang, Wang, Hanqing, Nir Shlezinger +11 · 1 citation
Engineering · Materials Science · #Antenna Design and Analysis #Metamaterials and Metasurfaces Applications #Advanced Antenna and Metasurface Technologies
- Channel Estimation with Simultaneous Reflecting and Sensing Reconfigurable Intelligent Metasurfaces
2022/02/11 by Haiyang Zhang, Zhang, Haiyang, Nir Shlezinger +9 · 1 citation
Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Channel Estimation with Hybrid Reconfigurable Intelligent Metasurfaces
2022/06/08 by Haiyang Zhang, Zhang, Haiyang, Nir Shlezinger +9 · 1 citation
Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Joint Microstrip Selection and Beamforming Design for MmWave Systems with Dynamic Metasurface Antennas
2022/10/22 by Wei Huang, Haiyang Zhang, Huang, Wei +5 · 1 citation
Engineering · #Antenna Design and Analysis #Millimeter-Wave Propagation and Modeling #Advanced Antenna and Metasurface Technologies
- AI-Aided Kalman Filters
2024/10/16 by Nir Shlezinger, Shlezinger, Nir, Guy Revach +17 · 2 citations
Computer Science · Engineering · #Target Tracking and Data Fusion in Sensor Networks #Inertial Sensor and Navigation
- Joint Communications and Sensing Design for Multi-Carrier MIMO Systems
2023/06/24 by Nhan T. Nguyen, Nir Shlezinger, Nguyen, Nhan Thanh +7 · 1 citation
Engineering · #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Signal Processing (eess.SP) #Stability and Controllability of Differential Equations #electronic engineering #information engineering
- Jointly Learned Symbol Detection and Signal Reflection in RIS-Aided Multi-user MIMO Systems
2022/02/14 by Liuhang Wang, Nir Shlezinger, Wang, Liuhang +9 · 1 citation
Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantization
2025/01/05 by Eyal Fishel, May Malka, Fishel, Eyal +5 · 1 citation
Computer Science · Engineering · #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Neural Networks and Applications