Baur, Michael

1. Diffusion-Based Channel Estimation: Training, Evaluation, and Testing Datasets
   2024/03/06 by Benedikt Fesl, Michael Baur, Fesl, Benedikt +7 · 19 citations
   Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
2. On the Asymptotic Mean Square Error Optimality of Diffusion Models
   2024/03/05 by Benedikt Fesl, Benedikt Böck, Fesl, Benedikt +9 · 7 citations
   Decision Sciences · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability and Risk Models #Statistical Methods and Inference
3. Evaluation Metrics and Methods for Generative Models in the Wireless PHY Layer
   2024/08/01 by Michael Baur, Baur, Michael, Nurettin Turan +5 · 3 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Communication Networks Research #electronic engineering #information engineering
4. A Statistical Characterization of Wireless Channels Conditioned on Side Information
   2024/06/06 by Benedikt Böck, Böck, Benedikt, Michael Baur +7 · 3 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Communication Security Techniques #electronic engineering #information engineering
5. Sparse Bayesian Generative Modeling for Joint Parameter and Channel Estimation
   2025/02/25 by Benedikt Böck, Böck, Benedikt, Franz Weißer +5 · 1 citation
   Computer Science · #FOS: Electrical engineering #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
6. Feedback Design with VQ-VAE for Robust Precoding in Multi-User FDD Systems
   2024/08/08 by Nurettin Turan, Turan, Nurettin, Michael Baur +5 · 1 citation
   Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Advanced Data Compression Techniques #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering