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WS 2023/24
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Machine Learning for Communications
Contact:
Dirk Wübben
Involved Staff
E. Beck
S. Gracla
S. Hassanpour
M. Hummert
T. Monsees
D. Wübben
L. Zhu
Description
Projects
Human-integrated Swarm Exploration (HiSE)
Open 6G Hub
Radio Communication with Artificial Intelligence (FunKI)
Artificial Intelligence for Mobile Systems (AIMS)
TACNET 4.0
Publications
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2023
Semantic Information Recovery in Wireless Networks
BibT
E
X
E. Beck
,
C. Bockelmann
,
A. Dekorsy
MDPI
,
Sensors
,
Vol. 23, No. 14, pp. 6347,
July 2023
,
DOI
Energy and Bandwidth Efficiency of Event-Based Communication
BibT
E
X
C. Willuweit
,
C. Bockelmann
,
A. Dekorsy
IEEE 97th Vehicular Technology Conference (VTC Spring 23)
,
Florence, Italy,
20. - 23. June 2023
Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications
BibT
E
X
S. Gracla
,
A. Schröder
,
M. Röper
,
C. Bockelmann
,
D. Wübben
,
A. Dekorsy
SDPNGS 2023: Signal and Data Processing for Next Generation Satellites at 2023 IEEE International Conference on Acoustics, Speech and Signal Processing
,
Rhodos, Greece,
4. - 10. June 2023
Robust Precoding via Characteristic Functions for VSAT to Multi-Satellite Uplink Transmission
BibT
E
X
M. Röper
,
B. Matthiesen
,
D. Wübben
,
P. Popovski
,
A. Dekorsy
IEEE International Conference on Communications
,
Italy,
28. May - 1. June 2023
Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient
BibT
E
X
E. Beck
,
C. Bockelmann
,
A. Dekorsy
Submitted for peer review,
5. May 2023
,
DOI
Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning
BibT
E
X
E. Beck
,
B.-S. Shin
,
S. Wang
,
A. Dekorsy
, Thomas Wiedemann, Dmitriy Shutin
MDPI
,
Electronics
,
Vol. 12, No. 8, pp. 1908,
April 2023
,
DOI
A Comparison between RSMA, SDMA, and OMA in Multibeam LEO Satellite Systems
BibT
E
X
A. Schröder
,
M. Röper
,
B. Matthiesen
,
D. Wübben
,
P. Popovski
,
A. Dekorsy
International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding
,
Braunschweig, Germany,
27. February - 3. March 2023
A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation
BibT
E
X
S. Gracla
,
C. Bockelmann
,
A. Dekorsy
International ITG 26th Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding
,
Braunschweig, Germany,
27. February - 3. March 2023
2022
Hardware Offset Multi-User Detection for Ultra-Low-Complexity Wireless Sensor Nodes
BibT
E
X
C. Willuweit
,
C. Bockelmann
,
A. Dekorsy
IEEE Global Communications Conference (GLOBECOM 2022)
,
Rio de Janeiro, Brazil,
4. - 8. December 2022
Non-Geostationary Orbit Constellation Design for Global Connectivity
BibT
E
X
I. Leyva-Mayorga, B. Soret,
B. Matthiesen
,
M. Röper
,
D. Wübben
,
A. Dekorsy
,
P. Popovski
Chapter in
Non‐Geostationary Satellite Communications Systems
,
IET
,
Hertfordshire, Great Britain,
December 2022
, ISBN 978-1-83953-566-6,
DOI
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Last change on 20.05.2022 by
D. Wübben
© Department of Communications Engineering -
University of Bremen
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