Publications by ANT Staff of Armin Dekorsy
2022
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Scheduling for Ground-Assisted Federated Learning in LEO Satellite Constellations
BibTEX
N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
30th European Signal Processing Conference (EUSIPCO),
Belgrade,
Serbia,
29. August - 2. September 2022 -
Finite-Alphabet Message Passing using only Integer Operations for Highly Parallel LDPC Decoders
BibTEX
T. Monsees, D. Wübben, A. Dekorsy, Oliver Griebel, Matthias Herrmann, Norbert Wehn
23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2022),
Oulu,
Finland,
4. - 6. June 2022 -
On-Board Federated Learning for Dense LEO Constellations
BibTEX
N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
IEEE International Conference on Communications (ICC),
Seoul,
Southkorea,
16. - 20. May 2022 -
Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients
BibTEX

S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE ICC 2022,
16. May 2022 -
Semantic Communication: An Information Bottleneck View
BibTEX

E. Beck, C. Bockelmann, A. Dekorsy
submitted for publication,
April 2022 -
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care
BibTEX

S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE WCNC 2022,
13. April 2022 -
Beamspace MIMO for Satellite Swarms
BibTEX

M. Röper, B. Matthiesen, D. Wübben, P. Popovski, A. Dekorsy
2022 IEEE Wireless Communications and Networking Conference (WCNC 2022),
Austin, TX, USA,
USA,
10. - 13. April 2022 -
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access
BibTEX

B. Matthiesen, Y. Mao, A. Dekorsy, P. Popovski, B. Clerckx
submitted to Transactions on Signal Processing,
April 2022 -
Ground-Assisted Federated Learning in LEO Satellite Constellations
BibTEX

N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
IEEE Wireless Communications Letters,
Vol. 11, No. 4, pp. 717-721,
April 2022, DOI
2021
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Inter-Plane Inter-Satellite Connectivity in LEO Constellations: Beam Switching vs. Beam Steering
BibTEX

I. Leyva-Mayorga, M. Röper, B. Matthiesen, A. Dekorsy, P. Popovski, B. Soret
2021 IEEE Global Communications Conference (GLOBECOM'21),
Madrid,
Spain,
7. - 11. December 2021 -
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity
BibTEX

E. Beck, C. Bockelmann, A. Dekorsy
IEEE Transactions on Communications,
Vol. 69, No. 12, pp. 8214-8227,
December 2021, DOI -
Relative Entropy based Message Combining for Exploiting Diversity in Information Optimized Processing
BibTEX

T. Monsees, D. Wübben, A. Dekorsy
25th International ITG Workshop on Smart Antennas (WSA 2021),
EURECOM,
France,
10. - 12. November 2021 -
Forward-Aware Information Bottleneck-Based Vector Quantization: Multiterminal Extensions for Parallel and Successive Retrieval
BibTEX

S. Hassanpour, D. Wübben, A. Dekorsy
IEEE Transactions on Communications,
Vol. 69, No. 10, pp. 6633-6646,
October 2021, DOI -
Machine Learning Scaled Belief Propagation for Short Codes
BibTEX

M. Hummert, D. Wübben, A. Dekorsy
IEEE 94th Vehicular Technology Conference (VTC2021-Fall),
27. - 30. September 2021 -
Neural Network-based Forecasting of Decodability for Early ARQ
BibTEX

M. Hummert, D. Wübben, A. Dekorsy
17th International Symposium on Wireless Communication Systems (ISWCS 2021),
Berlin,
Germany,
6. - 9. September 2021 -
AI for orbital-terrestrial networks – key enabler for true global wireless connectivity
BibTEX
A. Dekorsy, U. Kulau, P. Wertz, T. Wild
ITG News,
pp. 5-7,
Germany,
January 2021
2020
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Generalized Distributed Information Bottleneck for Fronthaul Rate Reduction at the Cloud-RANs Uplink
BibTEX

S. Hassanpour, D. Wübben, A. Dekorsy
IEEE Global Communications Conference (GLOBECOM 2020),
Taipei,
Taiwan,
7. - 11. December 2020, DOI -
Forward-Aware Information Bottleneck-Based Vector Quantization for Noisy Channels
BibTEX

S. Hassanpour, T. Monsees, D. Wübben, A. Dekorsy
IEEE Transactions on Communications,
Vol. 68, No. 12, pp. 7911-7926,
December 2020, DOI -
A Factor Graph-Based Distributed Consensus Kalman Filter
BibTEX

S. Wang, A. Dekorsy
IEEE Signal Processing Letters ,
November 2020, DOI -
LEO Small-Satellite Constellations for 5G and Beyond-5G Communications
BibTEX

I. Leyva-Mayorga, B. Soret, M. Röper, D. Wübben, B. Matthiesen, A. Dekorsy, P. Popovski
IEEE Access,
Vol. 8, pp. 184955-184964,
October 2020, DOI -
Diffusion Field Estimation Using Decentralized Kernel Kalman Filter with Parameter Learning over Hierarchical Sensor Networks
BibTEX

S. Wang, B.-S. Shin, D. Shutin, A. Dekorsy
IEEE International Workshop on Machine Learning for Signal Processing,
Espoo,
Finland,
21. - 24. September 2020 -
Detection Techniques for Massive Machine-Type Communications: Challenges and Solutions
BibTEX
R.B. Di Renna, C. Bockelmann, R.C. de Lamare, A. Dekorsy
IEEE Access,
Vol. 8, pp. 180928-180954,
September 2020, DOI -
Requirements for 5G Integrated Data Transfer in German Prehospital Emergency Care
BibTEX
J. Gaebel, C. Bockelmann, A. Dekorsy, R. Wendlandt, T. Musiol, J. Neumann, T. Neumuth, M. Rockstroh
DeGruyter,
Current Directions in Biomedical Engineering,
Vol. 6, No. 3, pp. 9-12,
September 2020, DOI -
Übungen zur Nachrichtenübertragung
BibTEX
K.-D. Kammeyer, P. Klenner, M. Petermann, A. Dekorsy
Springer Vieweg Verlag,
pp. 234,
Wiesbaden,
Germany,
9. August 2020, ISBN 978-3-8348-1336-7 -
Burst error analysis of scheduling algorithms for 5G NR URLLC periodic deterministic communication
BibTEX

J. Demel, C. Bockelmann, A. Dekorsy
2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring),
Antwerp,
Belgium,
25. - 28. May 2020, ISBN 978-1-7281-5207-3, DOI -
Dynamic Train-to-Train Propagation Measurements in the Millimeter Wave Band - Campaign and First Results.
BibTEX
M. Soliman, P. Unterhuber, S. Sand, E. Staudinger, J. Shamshoom, C. Schindler, A. Dekorsy
Krakow,
Poland,
31. March - 4. April 2020 -
DeEQ: Deep Equalization for Large MIMO Systems
BibTEX

M. Hummert, D. Wübben, A. Dekorsy
24th International ITG Workshop on Smart Antennas (WSA 2020),
Vol. 24,
Hamburg,
Germany,
18. - 20. February 2020 -
Cloud-RAN Fronthaul Rate Reduction via IBM-based Quantization for Multicarrier Systems
BibTEX

J. Demel, T. Monsees, C. Bockelmann, D. Wübben, A. Dekorsy
24th International ITG Workshop on Smart Antennas (WSA 2020),
Hamburg,
Germany,
18. - 19. February 2020 -
Concrete MAP Detection: A Machine Learning Inspired Relaxation
BibTEX

E. Beck, C. Bockelmann, A. Dekorsy
24th International ITG Workshop on Smart Antennas (WSA 2020),
Vol. 24,
Hamburg,
Germany,
18. - 20. February 2020 -
Adaptive Control for Underwater Gripping Systems
BibTEX
P. Kampmann, C. Büskens, S. Wang, D. Wübben, A. Dekorsy
Chapter in
AI Technology for Underwater Robots,
Springer,
Germany,
January 2020, ISBN 978-3-030-30683-0, DOI