Wolfgang Utschick

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 217

Top Venues

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Josef A. Nossek, Dominik Semmler, Michael Joham, Wolfgang Utschick
Physically Consistent Modeling of Wireless Links With Reconfigurable Intelligent Surfaces Using Multiport Network Analysis. IEEE Wirel. Commun. Lett. 13 (8) (2024)
Benedikt Böck, Michael Baur, Nurettin Turan, Dominik Semmler, Wolfgang Utschick
A Statistical Characterization of Wireless Channels Conditioned on Side Information. CoRR (2024)
Michael Baur, Benedikt Böck, Nurettin Turan, Wolfgang Utschick
Variational Autoencoder for Channel Estimation: Real-World Measurement Insights. WSA (2024)
Josef A. Nossek, Dominik Semmler, Michael Joham, Wolfgang Utschick
Modelling of Wireless Links with Reconfigurable Intelligent Surfaces Using Multiport Network Analysis. WSA (2024)
Franz Weißer, Nurettin Turan, Dominik Semmler, Wolfgang Utschick
Data-Aided Channel Estimation Utilizing Gaussian Mixture Models. ICASSP (2024)
Nurettin Turan, Benedikt Fesl, Michael Joham, Zhengxiang Ma, Anthony C. K. Soong, Baoling Sheen, Weimin Xiao, Wolfgang Utschick
Limited Feedback on Measurements: Sharing a Codebook or a Generative Model? CoRR (2024)
Darian Pérez-Adán, Michael Joham, Óscar Fresnedo, José P. González-Coma, Luis Castedo, Wolfgang Utschick
Alternating Minimization for Wideband Multiuser IRS-aided MIMO Systems under Imperfect CSI. CoRR (2024)
Dominik Semmler, Josef A. Nossek, Michael Joham, Wolfgang Utschick
Performance Analysis of Systems with Coupled and Decoupled RISs. CoRR (2024)
Donia Ben Amor, Michael Joham, Wolfgang Utschick
An Efficient Rate Splitting Precoding Approach in Multi-User MISO FDD Systems. ICC Workshops (2024)
Benedikt Fesl, Wolfgang Utschick
Linear and Nonlinear MMSE Estimation in One-Bit Quantized Systems under a Gaussian Mixture Prior. CoRR (2024)
Benedikt Fesl, Nurettin Turan, Benedikt Böck, Wolfgang Utschick
Channel Estimation for Quantized Systems Based on Conditionally Gaussian Latent Models. IEEE Trans. Signal Process. 72 (2024)
Nurettin Turan, Benedikt Böck, Kai-Jie Chan, Benedikt Fesl, Friedrich Burmeister, Michael Joham, Gerhard P. Fettweis, Wolfgang Utschick
Wireless Channel Prediction via Gaussian Mixture Models. WSA (2024)
Benedikt Fesl, Benedikt Böck, Florian Strasser, Michael Baur, Michael Joham, Wolfgang Utschick
On the Asymptotic Mean Square Error Optimality of Diffusion Probabilistic Models. CoRR (2024)
Benedikt Fesl, Aziz Banna, Wolfgang Utschick
Enhancing Channel Estimation in Quantized Systems with a Generative Prior. CoRR (2024)
Michael Baur, Nurettin Turan, Benedikt Fesl, Wolfgang Utschick
Channel Estimation in Underdetermined Systems Utilizing Variational Autoencoders. ICASSP (2024)
Karthikeyan Chandra Sekaran, Lakshman Balasubramanian, Michael Botsch, Wolfgang Utschick
Open-Set Object Detection for the Identification and Localization of Dissimilar Novel Classes by means of Infrastructure Sensors. IV (2024)
Nurettin Turan, Benedikt Fesl, Michael Koller, Michael Joham, Wolfgang Utschick
A Versatile Low-Complexity Feedback Scheme for FDD Systems via Generative Modeling. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models. CoRR (2024)
Benedikt Fesl, Michael Baur, Florian Strasser, Michael Joham, Wolfgang Utschick
Diffusion-based Generative Prior for Low-Complexity MIMO Channel Estimation. CoRR (2024)
Lakshman Balasubramanian, Jonas Wurst, Robin Egolf, Michael Botsch, Wolfgang Utschick, Ke Deng
SceneDiffusion: Conditioned Latent Diffusion Models for Traffic Scene Prediction. ITSC (2023)
Donia Ben Amor, Michael Joham, Wolfgang Utschick
Asymptotic Behavior of Zero-Forcing Precoding based on Imperfect Channel Knowledge for Massive MISO FDD Systems. CoRR (2023)
Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. IV (2023)
Michael Baur, Franz Weißer, Benedikt Böck, Wolfgang Utschick
Model Order Selection with Variational Autoencoding. SPAWC (2023)
Benedikt Fesl, Nurettin Turan, Michael Joham, Wolfgang Utschick
Learning a Gaussian Mixture Model from Imperfect Training Data for Robust Channel Estimation. CoRR (2023)
Nurettin Turan, Benedikt Fesl, Wolfgang Utschick
Enhanced Low-Complexity FDD System Feedback with Variable Bit Lengths via Generative Modeling. CoRR (2023)
Marion Neumeier, Andreas Tollkühn, Michael Botsch, Wolfgang Utschick
A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction. CoRR (2023)
Franz Weißer, Michael Baur, Wolfgang Utschick
Unsupervised Parameter Estimation using Model-based Decoder. SPAWC (2023)
Donia Ben Amor, Michael Joham, Wolfgang Utschick
Asymptotic Behavior of Zero-Forcing Precoding based on Imperfect Channel Knowledge for Massive MISO FDD Systems. ICC (2023)
Benedikt Fesl, Nurettin Turan, Michael Joham, Wolfgang Utschick
Learning a Gaussian Mixture Model From Imperfect Training Data for Robust Channel Estimation. IEEE Wirel. Commun. Lett. 12 (6) (2023)
Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain. CoRR (2023)
Oliver De Candido, Michael Koller, Wolfgang Utschick
Encouraging Validatable Features in Machine Learning-Based Highly Automated Driving Functions. IEEE Trans. Intell. Veh. 8 (2) (2023)
Matteo Nerini, Valentina Rizzello, Michael Joham, Wolfgang Utschick, Bruno Clerckx
Machine Learning-Based CSI Feedback With Variable Length in FDD Massive MIMO. IEEE Trans. Wirel. Commun. 22 (5) (2023)
Dominik Semmler, Michael Joham, Wolfgang Utschick
A Zero-Forcing Approach for the RIS-Aided MIMO Broadcast Channel. CoRR (2023)
Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows. ITSC (2023)
Benedikt Fesl, Nurettin Turan, Wolfgang Utschick
Low-Rank Structured MMSE Channel Estimation with Mixtures of Factor Analyzers. ACSSC (2023)
Benedikt Fesl, Andreas Faika, Nurettin Turan, Michael Joham, Wolfgang Utschick
Channel Estimation with Reduced Phase Allocations in RIS-Aided Systems. SPAWC (2023)
Valentina Rizzello, Matteo Nerini, Michael Joham, Bruno Clerckx, Wolfgang Utschick
User-Driven Adaptive CSI Feedback With Ordered Vector Quantization. IEEE Wirel. Commun. Lett. 12 (11) (2023)
Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Gradient Derivation for Learnable Parameters in Graph Attention Networks. CoRR (2023)
Nurettin Turan, Benedikt Fesl, Michael Koller, Michael Joham, Wolfgang Utschick
A Versatile Low-Complexity Feedback Scheme for FDD Systems via Generative Modeling. CoRR (2023)
Marion Neumeier, Andreas Tollkühn, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications. CoRR (2023)
Michael Würth, Florian Bischeltsrieder, Wolfgang Utschick
Quantum Radar with Genuine Tripartite Entanglement. QCE (2023)
Michael Baur, Benedikt Böck, Nurettin Turan, Wolfgang Utschick
Variational Autoencoder for Channel Estimation: Real-World Measurement Insights. CoRR (2023)
Marion Neumeier, Sebastian Dorn, Michael Botsch, Wolfgang Utschick
Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain. ITSC (2023)
Michael Baur, Benedikt Fesl, Wolfgang Utschick
Leveraging Variational Autoencoders for Parameterized MMSE Channel Estimation. CoRR (2023)
Donia Ben Amor, Michael Joham, Wolfgang Utschick
Rate Splitting in FDD Massive MIMO Systems Based on the Second Order Statistics of Transmission Channels. IEEE J. Sel. Areas Commun. 41 (5) (2023)
Dominik Semmler, Michael Joham, Wolfgang Utschick
High SNR Analysis of RIS-Aided MIMO Broadcast Channels. SPAWC (2023)
Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows. CoRR (2023)
Benedikt Böck, Michael Baur, Valentina Rizzello, Wolfgang Utschick
Variational Inference Aided Estimation of Time Varying Channels. ICASSP (2023)
Karthikeyan Chandra Sekaran, Lakshman Balasubramanian, Michael Botsch, Wolfgang Utschick
Metric Learning Based Class Specific Experts for Open-Set Recognition of Traffic Participants in Urban Areas Using Infrastructure Sensors. IV (2023)
Benedikt Fesl, Michael Koller, Wolfgang Utschick
On the Mean Square Error Optimal Estimator in One-Bit Quantized Systems. IEEE Trans. Signal Process. 71 (2023)
Nurettin Turan, Benedikt Fesl, Wolfgang Utschick
Enhanced Low-Complexity FDD System Feedback with Variable Bit Lengths via Generative Modeling. ACSSC (2023)
Sadaf Syed, Dominik Semmler, Donia Ben Amor, Michael Joham, Wolfgang Utschick
Design of a Single-User RIS-Aided MISO System Based on Statistical Channel Knowledge. ACSSC (2023)
Michael Baur, Nurettin Turan, Benedikt Fesl, Wolfgang Utschick
Channel Estimation in Underdetermined Systems Utilizing Variational Autoencoders. CoRR (2023)
Valentina Rizzello, Benedikt Böck, Michael Joham, Wolfgang Utschick
Predicting CSI Sequences With Attention-Based Neural Networks. CoRR (2023)
Kathrin Klein, Oliver De Candido, Wolfgang Utschick
Interpretable Classifiers Based on Time-Series Motifs for Lane Change Prediction. IEEE Trans. Intell. Veh. 8 (7) (2023)
Julia Sistermanns, Ellen Emken, Gregor Weirich, Oliver Hayden, Wolfgang Utschick
Unsupervised high-throughput segmentation of cells and cell nuclei in quantitative phase images. CoRR (2023)
Tim Elter, Tobias Dirndorfer, Michael Botsch, Wolfgang Utschick
Interaction-aware Prediction of Occupancy Regions based on a POMDP Framework. ITSC (2022)
Matteo Nerini, Valentina Rizzello, Michael Joham, Wolfgang Utschick, Bruno Clerckx
Machine Learning-Based CSI Feedback With Variable Length in FDD Massive MIMO. CoRR (2022)
Jonas Wurst, Lakshman Balasubramanian, Michael Botsch, Wolfgang Utschick
Expert-LaSTS: Expert-Knowledge Guided Latent Space for Traffic Scenarios. IV (2022)
Michael Koller, Benedikt Fesl, Nurettin Turan, Wolfgang Utschick
An Asymptotically Optimal Approximation of the Conditional Mean Channel Estimator Based on Gaussian Mixture Models. ICASSP (2022)
Benedikt Fesl, Michael Koller, Wolfgang Utschick
On the Mean Square Error Optimal Estimator in One-Bit Quantized Systems. CoRR (2022)
Nurettin Turan, Benedikt Fesl, Moritz Grundei, Michael Koller, Wolfgang Utschick
Evaluation of a Gaussian Mixture Model-based Channel Estimator using Measurement Data. ISWCS (2022)
Michael Baur, Mathias Reisbeck, Oliver Hayden, Wolfgang Utschick
Joint Particle Detection and Analysis by a CNN and Adaptive Norm Minimization Approach. IEEE Trans. Biomed. Eng. 69 (8) (2022)
Michael Baur, Benedikt Fesl, Michael Koller, Wolfgang Utschick
Variational Autoencoder Leveraged MMSE Channel Estimation. IEEECONF (2022)
Nurettin Turan, Michael Koller, Benedikt Fesl, Samer Bazzi, Wen Xu, Wolfgang Utschick
GMM-based Codebook Construction and Feedback Encoding in FDD Systems. IEEECONF (2022)
Benedikt Fesl, Michael Joham, Sha Hu, Michael Koller, Nurettin Turan, Wolfgang Utschick
Channel Estimation based on Gaussian Mixture Models with Structured Covariances. CoRR (2022)
Oliver De Candido, Xinyang Li, Wolfgang Utschick
An Analysis of Distributional Shifts in Automated Driving Functions in Highway Scenarios. VTC Spring (2022)
Dominik Semmler, Michael Joham, Wolfgang Utschick
High SNR Analysis of RIS aided MIMO BC Channels. CoRR (2022)
Reinhard Wiesmayr, Michael L. Honig, Michael Joham, Wolfgang Utschick
Distributed Joint Multi-cell Optimization of IRS Parameters with Linear Precoders. ICC (2022)
Wolfgang Utschick, Valentina Rizzello, Michael Joham, Zhengxiang Ma, Leonard Piazzi
Learning the CSI Recovery in FDD Systems. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Lakshman Balasubramanian, Jonas Wurst, Robin Egolf, Michael Botsch, Wolfgang Utschick, Ke Deng
ExAgt: Expert-guided Augmentation for Representation Learning of Traffic Scenarios. ITSC (2022)
Benedikt Fesl, Michael Joham, Sha Hu, Michael Koller, Nurettin Turan, Wolfgang Utschick
Channel Estimation based on Gaussian Mixture Models with Structured Covariances. IEEECONF (2022)
Michael Koller, Benedikt Fesl, Nurettin Turan, Wolfgang Utschick
An Asymptotically MSE-Optimal Estimator Based on Gaussian Mixture Models. IEEE Trans. Signal Process. 70 (2022)
Michael Koller, Wolfgang Utschick
Learning a compressive sensing matrix with structural constraints via maximum mean discrepancy optimization. Signal Process. 197 (2022)
Michael Baur, Michael Würth, Michael Koller, Andrei Vlad-Costin, Wolfgang Utschick
CSI Clustering with Variational Autoencoding. ICASSP (2022)
Valentina Rizzello, Matteo Nerini, Michael Joham, Bruno Clerckx, Wolfgang Utschick
Learning Representations for CSI Adaptive Quantization and Feedback. CoRR (2022)
Michael Joham, Hangze Gao, Wolfgang Utschick
Estimation Of Channels In Systems With Intelligent Reflecting Surfaces. ICASSP (2022)
Marion Neumeier, Andreas Tollkühn, Michael Botsch, Wolfgang Utschick
A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction. ITSC (2022)
Nurettin Turan, Benedikt Fesl, Moritz Grundei, Michael Koller, Wolfgang Utschick
Evaluation of a Gaussian Mixture Model-based Channel Estimator using Measurement Data. CoRR (2022)
Nurettin Turan, Michael Koller, Benedikt Fesl, Samer Bazzi, Wen Xu, Wolfgang Utschick
GMM-based Codebook Construction and Feedback Encoding in FDD Systems. CoRR (2022)
Jonas Wurst, Lakshman Balasubramanian, Michael Botsch, Wolfgang Utschick
Expert-LaSTS: Expert-Knowledge Guided Latent Space for Traffic Scenarios. CoRR (2022)
Dominik Semmler, Michael Joham, Wolfgang Utschick
Linear Precoding in the Intelligent Reflecting Surface Assisted MIMO Broadcast Channel. SPAWC (2022)
Michael Baur, Benedikt Fesl, Michael Koller, Wolfgang Utschick
Variational Autoencoder Leveraged MMSE Channel Estimation. CoRR (2022)
Benedikt Böck, Michael Baur, Valentina Rizzello, Wolfgang Utschick
Variational Inference Aided Estimation of Time Varying Channels. CoRR (2022)
Michael Baur, Franz Weißer, Benedikt Böck, Wolfgang Utschick
Model Order Selection with Variational Autoencoding. CoRR (2022)
Lakshman Balasubramanian, Jonas Wurst, Robin Egolf, Michael Botsch, Wolfgang Utschick, Ke Deng
ExAgt: Expert-guided Augmentation for Representation Learning of Traffic Scenarios. CoRR (2022)
Oliver De Candido, Maximilian Binder, Wolfgang Utschick
An Interpretable Lane Change Detector Algorithm based on Deep Autoencoder Anomaly Detection. IV (2021)
Joseph Wessner, Wolfgang Utschick
Online Orientation Prior For Dynamic Grid-Maps. IV (2021)
Michael Koller, Benedikt Fesl, Nurettin Turan, Wolfgang Utschick
An Asymptotically Optimal Approximation of the Conditional Mean Channel Estimator based on Gaussian Mixture Models. CoRR (2021)
Jonas Wurst, Lakshman Balasubramanian, Michael Botsch, Wolfgang Utschick
Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet Autoencoder. IV (2021)
Valentina Rizzello, Wolfgang Utschick
Learning the CSI Denoising and Feedback Without Supervision. CoRR (2021)
Michael Baur, Michael Würth, Andrei Vlad-Costin, Michael Koller, Wolfgang Utschick
CSI Clustering with Variational Autoencoding. CoRR (2021)
Donia Ben Amor, Florian Strasser, Michael Joham, Wolfgang Utschick
Uplink Downlink Duality for Multi-Cell Massive MISO FDD Systems with per Base Station Power Constraints. WSA (2021)
Nurettin Turan, Michael Koller, Valentina Rizzello, Benedikt Fesl, Samer Bazzi, Wen Xu, Wolfgang Utschick
On Distributional Invariances between Downlink and Uplink MIMO Channels. WSA (2021)
Wolfgang Utschick, Valentina Rizzello, Michael Joham, Zhengxiang Ma, Leonard Piazzi
Learning the CSI Recovery in FDD Systems. CoRR (2021)
Benedikt Fesl, Nurettin Turan, Michael Koller, Michael Joham, Wolfgang Utschick
Centralized Learning of the Distributed Downlink Channel Estimators in FDD Systems using Uplink Data. WSA (2021)
Benedikt Fesl, Nurettin Turan, Michael Koller, Michael Joham, Wolfgang Utschick
Centralized Learning of the Distributed Downlink Channel Estimators in FDD Systems using Uplink Data. CoRR (2021)
Reinhard Wiesmayr, Michael L. Honig, Michael Joham, Wolfgang Utschick
Distributed Joint Multi-cell Optimization of IRS Parameters with Linear Precoders. CoRR (2021)
Andreas Barthelme, Wolfgang Utschick
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays With Subarray Sampling. IEEE Trans. Signal Process. 69 (2021)
Benedikt Fesl, Nurettin Turan, Michael Koller, Wolfgang Utschick
A Low-Complexity MIMO Channel Estimator with Implicit Structure of a Convolutional Neural Network. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wolfgang Utschick