Publikationen von ANT Mitarbeitern von Armin Dekorsy
2022
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DRLLA: Deep Reinforcement Learning for Link Adaption
BibTEX
F. Geiser, D. Wessel, M. Hummert, A. Weber, D. Wübben, A. Dekorsy, A. Viseras
MDPI,
MDPI Telecom Journal,
Vol. 3(4), pp. 692-705,
November 2022, DOI -
Optimum Quantization of Memoryless Channels with N-ary Input
BibTEX
T. Monsees, D. Wübben, A. Dekorsy
Asilomar Conference on Signals, Systems, and Computers 2022,
Pacific Grove, CA,
USA,
30. Oktober - 2. November 2022 -
Robust Deep Reinforcement Learning Scheduling via Weight Anchoring
BibTEX
S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE Communications Letters,
Vol. 27, No. 1, pp. 210 - 213,
Oktober 2022, DOI -
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access
BibTEX
B. Matthiesen, Y. Mao, A. Dekorsy, P. Popovski, B. Clerckx
Transactions on Signal Processing,
Vol. 70,
Oktober 2022, DOI -
Minimum-Integer Computation Finite Alphabet Message Passing Decoder: From Theory to Decoder Implementations towards 1 Tb/s
BibTEX
T. Monsees, O. Griebel, M. Herrmann, D. Wübben, A. Dekorsy, N. Wehn
MDPI,
Entropy,
Vol. 24, No. 10, pp. 19,
Oktober 2022, DOI -
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,
Serbien,
29. August - 2. September 2022 -
On the Importance of Exploration for Real Life Learned Algorithms
BibTEX
S. Gracla, C. Bockelmann, A. Dekorsy
IEEE,
23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications,
Oulu,
Finnland,
28. - 30. Juli 2022, DOI -
Finite-Alphabet Message Passing using only Integer Operations for Highly Parallel LDPC Decoders
BibTEX
T. Monsees, D. Wübben, A. Dekorsy, O. Griebel, M. Herrmann, N. Wehn
23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2022),
Oulu,
Finnland,
4. - 6. Juni 2022, DOI -
Combining NOMA with Hierarchical Distribution Matching
BibTEX
N. Bulk, C. Bockelmann, A. Dekorsy
2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC),
Oulu, Finland,
4. - 6. Juni 2022, DOI -
Lesson Learnt and Future of AI Applied to Manufacturing
BibTEX
V. Frascolla, M. Hummert, T. Monsees, D. Wübben, A. Dekorsy, N. Michailow, V. Döricht, C. Niedermeier, J. Kaiser, A. Bröring, M. Villnow, D. Wessel, F. Geiser, M. Wissel, A. Viseras, B. Han, B. Richerzhagen, H.D. Schotten, D. Calandra, F. Lamberti
River Publishers,
Intelligent Edge-Embedded Technologies for Digitising Industry ,
1. Juni 2022, ISBN 9788770226110 -
Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients
BibTEX
S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE International Conference on Communications,
Seoul/Online,
Südkorea,
16. - 20. Mai 2022, DOI -
On-Board Federated Learning for Dense LEO Constellations
BibTEX
N. Razmi, B. Matthiesen, A. Dekorsy, P. Popovski
IEEE International Conference on Communications (ICC),
Seoul,
Südkorea,
16. - 20. Mai 2022 -
The coherence function and its information content for optical metrology
BibTEX
R.B. Bergmann, A. Fischer, C. Bockelmann, A. Dekorsy, A. Garcia-Ortiz, C. Falldorf
tm - Technisches Messen,
Vol. 89, No. 6, pp. 397-412,
Mai 2022, DOI -
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care
BibTEX
S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE Wireless Communications and Networking Conference,
Austin/Online,
USA,
13. - 16. April 2022, DOI -
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, DOI -
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,
Spanien,
7. - 11. Dezember 2021 -
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity
BibTEX
E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE Transactions on Communications,
Vol. 69, No. 12, pp. 8214-8227,
Dezember 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,
Frankreich,
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,
Oktober 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,
Deutschland,
6. - 9. September 2021, DOI -
Das Industrial Radio Lab Germany - Vier Standorte, eine Mission
BibTEX
N. Bulk, A. Dekorsy, F. Bittner, N. Franchi, L. Underberg, P. Schulz, A. Weinand, D. Lindenschmitt, G. Fettweis, L. Rauchhaupt, H. Schotten
Kapitel in
22. Leitkongress der Mess- und Automatisierungstechnik: Navigating towards resilient Production (Automation),
VDI Verlag,
Deutschland,
Juni 2021, DOI -
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,
Deutschland,
Januar 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. Dezember 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,
Dezember 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,
Oktober 2020, DOI -
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 -
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,
Finnland,
21. - 24. September 2020