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Benedikt Fesl
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An asymptotically MSE-optimal estimator based on Gaussian mixture models
M Koller, B Fesl, N Turan, W Utschick
IEEE Transactions on Signal Processing 70, 4109-4123, 2022
242022
Variational autoencoder leveraged mmse channel estimation
M Baur, B Fesl, M Koller, W Utschick
2022 56th Asilomar Conference on Signals, Systems, and Computers, 527-532, 2022
142022
Channel estimation based on Gaussian mixture models with structured covariances
B Fesl, M Joham, S Hu, M Koller, N Turan, W Utschick
2022 56th Asilomar Conference on Signals, Systems, and Computers, 533-537, 2022
122022
Centralized learning of the distributed downlink channel estimators in FDD systems using uplink data
B Fesl, N Turan, M Koller, M Joham, W Utschick
WSA 2021; 25th International ITG Workshop on Smart Antennas, 1-6, 2021
82021
A versatile low-complexity feedback scheme for FDD systems via generative modeling
N Turan, B Fesl, M Koller, M Joham, W Utschick
IEEE Transactions on Wireless Communications, 2023
72023
On the mean square error optimal estimator in one-bit quantized systems
B Fesl, M Koller, W Utschick
IEEE Transactions on Signal Processing, 2023
72023
Learning a Gaussian mixture model from imperfect training data for robust channel estimation
B Fesl, N Turan, M Joham, W Utschick
IEEE Wireless Communications Letters, 2023
72023
Evaluation of a Gaussian mixture model-based channel estimator using measurement data
N Turan, B Fesl, M Grundei, M Koller, W Utschick
2022 International Symposium on Wireless Communication Systems (ISWCS), 1-6, 2022
72022
An asymptotically optimal approximation of the conditional mean channel estimator based on Gaussian mixture models
M Koller, B Fesl, N Turan, W Utschick
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
72022
Discrete one-bit precoding for massive MIMO
B Fesl, H Jedda, JA Nossek
WSA 2019; 23rd International ITG Workshop on Smart Antennas, 1-6, 2019
52019
Leveraging Variational Autoencoders for Parameterized MMSE Channel Estimation
M Baur, B Fesl, W Utschick
arXiv preprint arXiv:2307.05352, 2023
42023
Low-rank structured MMSE channel estimation with mixtures of factor analyzers
B Fesl, N Turan, W Utschick
arXiv preprint arXiv:2304.14809, 2023
42023
GMM-based codebook construction and feedback encoding in FDD systems
N Turan, M Koller, B Fesl, S Bazzi, W Xu, W Utschick
2022 56th Asilomar Conference on Signals, Systems, and Computers, 37-42, 2022
42022
On distributional invariances between downlink and uplink MIMO channels
N Turan, M Koller, V Rizzello, B Fesl, S Bazzi, W Xu, W Utschick
WSA 2021; 25th International ITG Workshop on Smart Antennas, 1-6, 2021
42021
A low-complexity MIMO channel estimator with implicit structure of a convolutional neural network
B Fesl, N Turan, M Koller, W Utschick
2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021
42021
Learning a low-complexity channel estimator for one-bit quantization
B Fesl, M Koller, N Turan, W Utschick
2020 54th Asilomar Conference on Signals, Systems, and Computers, 393-397, 2020
42020
Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models
B Fesl, N Turan, B Böck, W Utschick
IEEE Transactions on Signal Processing, 2024
22024
Enhanced Low-Complexity FDD System Feedback with Variable Bit Lengths via Generative Modeling
N Turan, B Fesl, W Utschick
arXiv preprint arXiv:2305.03427, 2023
22023
Channel Estimation in Underdetermined Systems Utilizing Variational Autoencoders
M Baur, N Turan, B Fesl, W Utschick
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
12024
Diffusion-based Generative Prior for Low-Complexity MIMO Channel Estimation
B Fesl, M Baur, F Strasser, M Joham, W Utschick
arXiv preprint arXiv:2403.03545, 2024
12024
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