Oct 2024 // journal-article
Semantic Communication for Cooperative Multi-Task Processing Over Wireless Networks
IEEE Wireless Communications Letters
Ahmad Halimi Razlighi; Carsten Bockelmann; Armin Dekorsy
Jun 2024 // journal-article
On-Board Federated Learning for Satellite Clusters With Inter-Satellite Links
IEEE Transactions on Communications
Nasrin Razmi; Bho Matthiesen; Armin Dekorsy; Petar Popovski
May 2024 // journal-article
Channel Estimation and Pilot Overhead Reduction in OFDM Systems Using Compressed Sensing Dynamic Mode Decomposition
IEEE Communications Letters
Fayad Haddad; Carsten Bockelmann; Armin Dekorsy
Apr 2024 // journal-article
Energy efficiency maximization for active RIS-aided integrated sensing and communication
EURASIP Journal on Wireless Communications and Networking
Mohamed Rihan; Alessio Zappone; Stefano Buzzi; Dirk Wübben; Armin Dekorsy
Mar 2024 // journal-article
Federated Learning in Satellite Constellations
IEEE Network
Bho Matthiesen; Nasrin Razmi; Israel Leyva-Mayorga; Armin Dekorsy; Petar Popovski
2024 // journal-article
Position Based Transceiver Design for Multiple Satellite to VSAT Downlink
IEEE Open Journal of the Communications Society
Maik Röper; Bho Matthiesen; Dirk Wübben; Petar Popovski; Armin Dekorsy
2024 // journal-article
Multi-Source Distributed Data Compression Based on Information Bottleneck Principle
IEEE Open Journal of the Communications Society
Shayan Hassanpour; Alireza Danaee; Dirk Wübben; Armin Dekorsy
Jul 2023 // journal-article
Semantic Information Recovery in Wireless Networks
Sensors
Edgar Beck; Carsten Bockelmann; Armin Dekorsy
Apr 2023 // journal-article
Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning
Electronics
Edgar Beck; Ban-Sok Shin; Shengdi Wang; Thomas Wiedemann; Dmitriy Shutin; Armin Dekorsy
Jan 2023 // journal-article
Robust deep reinforcement learning scheduling via weight anchoring
IEEE Communications Letters
Steffen Gracla; Edgar Beck; Carsten Bockelmann; Armin Dekorsy
Nov 2022 // journal-article
DRLLA: Deep Reinforcement Learning for Link Adaptation
Telecom
Florian Geiser; Daniel Wessel; Matthias Hummert; Andreas Weber; Dirk Wübben; Armin Dekorsy; Alberto Viseras
Oct 2022 // journal-article
Minimum-Integer Computation Finite Alphabet Message Passing Decoder: From Theory to Decoder Implementations towards 1 Tb/s
Entropy
Tobias Monsees; Oliver Griebel; Matthias Herrmann; Dirk Wübben; Armin Dekorsy; Norbert Wehn
Apr 2022 // journal-article
Ground-Assisted Federated Learning in LEO Satellite Constellations
IEEE Wireless Communications Letters
Nasrin Razmi; Bho Matthiesen; Armin Dekorsy; Petar Popovski
2022 // journal-article
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access
IEEE Transactions on Signal Processing
Bho Matthiesen; Yijie Mao; Armin Dekorsy; Petar Popovski; Bruno Clerckx
Dec 2021 // journal-article
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection With Low Complexity
IEEE Transactions on Communications
Edgar Beck; Carsten Bockelmann; Armin Dekorsy
Oct 2021 // journal-article
Forward-Aware Information Bottleneck-Based Vector Quantization: Multiterminal Extensions for Parallel and Successive Retrieval
IEEE Transactions on Communications
Shayan Hassanpour; Dirk Wubben; Armin Dekorsy
Dec 2020 // journal-article
Forward-Aware Information Bottleneck-Based Vector Quantization for Noisy Channels
IEEE Transactions on Communications
Shayan Hassanpour; Tobias Monsees; Dirk Wubben; Armin Dekorsy
2020 // journal-article
A Factor Graph-Based Distributed Consensus Kalman Filter
IEEE Signal Processing Letters
Shengdi Wang; Armin Dekorsy
2020 // journal-article
LEO Small-Satellite Constellations for 5G and Beyond-5G Communications
IEEE Access
Israel Leyva-Mayorga; Beatriz Soret; Maik Roper; Dirk Wubben; Bho Matthiesen; Armin Dekorsy; Petar Popovski
2020 // journal-article
Detection Techniques for Massive Machine-Type Communications: Challenges and Solutions
IEEE Access
Roberto B. Di Renna; Carsten Bockelmann; Rodrigo C. de Lamare; Armin Dekorsy
Sep 2019 // journal-article
Modeling the Active Neuron Separation in the Compressed Sensing and Finite Rate of Innovation Framework
IEEE Transactions on Signal Processing
Tobias Schnier; Carsten Bockelmann; Armin Dekorsy
Nov 2018 // journal-article
Distributed Adaptive Learning With Multiple Kernels in Diffusion Networks
IEEE Transactions on Signal Processing
Ban-Sok Shin; Masahiro Yukawa; Renato Luis Garrido Cavalcante; Armin Dekorsy
Feb 2018 // journal-article
Factor Graph-Based Equalization for Two-Way Relaying With General Multi-Carrier Transmissions
IEEE Transactions on Wireless Communications
Matthias Woltering; Dirk Wubben; Armin Dekorsy
2016 // conference-paper
Identifying non-adjacent multiuser allocations by joint ℓ1-minimization
IEEE Wireless Communications and Networking Conference, WCNC
Wieruch, D.; Jung, P.; Wirth, T.; Dekorsy, A.
DOI: 10.1109/WCNC.2016.7564854
2016 // conference-paper
RSCS: Minimum measurement MMV deterministic compressed sensing based on complex reed solomon coding
Conference Record - Asilomar Conference on Signals, Systems and Computers
Schnier, T.; Bockelmann, C.; Dekorsy, A.
DOI: 10.1109/ACSSC.2015.7421175