Jakob Hoydis
- Sionna: An Open-Source Library for Next-Generation Physical Layer Research
2022/03/22 by Jakob Hoydis, Sebastian Cammerer, Hoydis, Jakob +11 · 49 citations
Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Telecommunications and Broadcasting Technologies
- An Introduction to Deep Learning for the Physical Layer
2017/02/02 by Timothy J. O’Shea, O'Shea, Timothy J., Jakob Hoydis +1 · 29 citations
Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
- Massive MIMO Has Unlimited Capacity
2017/05/01 by Emil Björnson, Jakob Hoydis, Luca Sanguinetti · 1 voice · 7 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #cs.IT
- Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling
2023/03/20 by Jakob Hoydis, Hoydis, Jakob, Fayçal Aït Aoudia +11 · 34 citations
Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Telecommunications and Broadcasting Technologies
- Massive MIMO is a Reality -- What is Next? Five Promising Research Directions for Antenna Arrays
2019/02/11 by Emil Björnson, Luca Sanguinetti, Björnson, Emil +7 · 11 citations
Engineering · #Antenna Design and Analysis #Advanced MIMO Systems Optimization #Antenna Design and Optimization
- Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive\n MIMO the Answer?
2014/03/24 by Emil Björnson, Björnson, Emil, Luca Sanguinetti +5 · 7 citations
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #Cooperative Communication and Network Coding
- Learning Radio Environments by Differentiable Ray Tracing
2023/11/30 by Jakob Hoydis, Hoydis, Jakob, Fayçal Aït Aoudia +11 · 10 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
- Smart Radio Environments Empowered by AI Reconfigurable Meta-Surfaces:\n An Idea Whose Time Has Come
2019/03/21 by Marco Di Renzo, Mérouane Debbah, Di Renzo, Marco +25 · 6 citations
Computer Science · Engineering · #Opportunistic and Delay-Tolerant Networks #Advanced Wireless Communication Technologies #Antenna Design and Analysis
- Towards Massive MIMO 2.0: Understanding spatial correlation, interference suppression, and pilot contamination
2019/04/06 by Luca Sanguinetti, Emil Björnson, Sanguinetti, Luca +3 · 3 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Antenna Design and Analysis #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Calibrating Wireless Ray Tracing for Digital Twinning using Local Phase Error Estimates
2023/12/19 by Clément Ruah, Osvaldo Simeone, Ruah, Clement +5 · 5 citations
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Telecommunications and Broadcasting Technologies #electronic engineering #information engineering
- Massive MIMO: How many antennas do we need?
2011/07/08 by Jakob Hoydis, Hoydis, Jakob, Stephan ten Brink +3 · 5 citations
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Wireless Communication Security Techniques
- Joint Learning of Probabilistic and Geometric Shaping for Coded\n Modulation Systems
2020/04/10 by Fayçal Ait Aoudia, Jakob Hoydis, Aoudia, Fayçal Ait +1 · 2 citations
Computer Science · Engineering · #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (stat.ML) #PAPR reduction in OFDM #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Bit-Metric Decoding Rate in Multi-User MIMO Systems: Theory
2022/03/11 by K. Pavan Srinath, Jakob Hoydis, Srinath, K. Pavan +1 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
- Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction
2019/01/08 by Maximilian Arnold, Sebastian Dörner, Arnold, Maximilian +9 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Wireless Signal Modulation Classification
- Graph Neural Networks for Channel Decoding
2022/07/29 by Sebastian Cammerer, Cammerer, Sebastian, Jakob Hoydis +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #Cooperative Communication and Network Coding #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
- Learning Modulation Design for SWIPT with Nonlinear Energy Harvester:\n Large and Small Signal Power Regimes
2019/08/30 by Morteza Varasteh, Varasteh, Morteza, Jakob Hoydis +3 · 1 citation
Engineering · #Energy Harvesting in Wireless Networks #Wireless Power Transfer Systems #Innovative Energy Harvesting Technologies
- Trimming the Fat from OFDM: Pilot- and CP-less Communication with\n End-to-end Learning
2021/01/20 by Fayçal Ait Aoudia, Aoudia, Fayçal Ait, Jakob Hoydis +1 · 1 citation
Computer Science · Engineering · #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR
2024/09/04 by Reinhard Wiesmayr, Wiesmayr, Reinhard, Sebastian Cammerer +9 · 2 citations
Computer Science · Engineering · #Acoustic Wave Resonator Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Radio Frequency Integrated Circuit Design #Sensor Technology and Measurement Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
- Autonomous Discovery of Wireless Communications Algorithms
2026/07/20 by Fayçal Aït Aoudia, Jakob Hoydis, Sebastian Cammerer +4
#cs.IT #cs.AI #cs.MA #math.IT