Prof. Armin Dekorsy

Weitere Informationen:

ZeTeM, Arbeitsbereich Nachrichtentechnik

Publikationen

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

https://doi.org/10.1109/LWC.2024.3451139

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

https://doi.org/10.1109/TCOMM.2024.3356429

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

https://doi.org/10.1109/LCOMM.2024.3371105

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

https://doi.org/10.1186/s13638-024-02346-8

Mar 2024 // journal-article

Federated Learning in Satellite Constellations

IEEE Network

Bho Matthiesen; Nasrin Razmi; Israel Leyva-Mayorga; Armin Dekorsy; Petar Popovski

https://doi.org/10.1109/MNET.132.2200504

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

https://doi.org/10.1109/OJCOMS.2024.3426049

Jul 2023 // journal-article

Semantic Information Recovery in Wireless Networks

Sensors

Edgar Beck; Carsten Bockelmann; Armin Dekorsy

https://doi.org/10.3390/s23146347

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

https://doi.org/10.3390/electronics12081908

Jan 2023 // journal-article

Robust Deep Reinforcement Learning Scheduling via Weight Anchoring

IEEE Communications Letters

Steffen Gracla; Edgar Beck; Carsten Bockelmann; Armin Dekorsy

https://doi.org/10.1109/LCOMM.2022.3214574

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

https://doi.org/10.3390/telecom3040037

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

https://doi.org/10.3390/e24101452

Apr 2022 // journal-article

Ground-Assisted Federated Learning in LEO Satellite Constellations

IEEE Wireless Communications Letters

Nasrin Razmi; Bho Matthiesen; Armin Dekorsy; Petar Popovski

https://doi.org/10.1109/LWC.2022.3141120

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

https://doi.org/10.1109/TSP.2022.3214376

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

https://doi.org/10.1109/TCOMM.2021.3114682

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

https://doi.org/10.1109/TCOMM.2021.3097142

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

https://doi.org/10.1109/TCOMM.2020.3019447

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

https://doi.org/10.1109/ACCESS.2020.3029620

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

https://doi.org/10.1109/ACCESS.2020.3027523

2020 // journal-article

A Factor Graph-Based Distributed Consensus Kalman Filter

IEEE Signal Processing Letters

Shengdi Wang; Armin Dekorsy

https://doi.org/10.1109/LSP.2020.3036337

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

https://doi.org/10.1109/TSP.2019.2928982

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

https://doi.org/10.1109/TSP.2018.2868040

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

https://doi.org/10.1109/TWC.2017.2776941

2016 // conference-paper

On OFDM and SC-FDE transmissions in millimeter wave channels with beamforming

IEEE Vehicular Technology Conference

Wu, M.; Wubben, D.; Dekorsy, A.; Baracca, P.; Braun, V.; Halbauer, H.

DOI: 10.1109/VTCSpring.2016.7504372

2016 // conference-paper

Minimum measurement deterministic compressed sensing based on complex Reed Solomon decoding

European Signal Processing Conference

Schnier, T.; Bockelmann, C.; Dekorsy, A.

DOI: 10.1109/EUSIPCO.2016.7760270

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

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Prof. Armin Dekorsy

Publikationen

Semantic Communication for Cooperative Multi-Task Processing Over Wireless Networks

On-Board Federated Learning for Satellite Clusters With Inter-Satellite Links

Channel Estimation and Pilot Overhead Reduction in OFDM Systems Using Compressed Sensing Dynamic Mode Decomposition

Energy efficiency maximization for active RIS-aided integrated sensing and communication

Federated Learning in Satellite Constellations

Multi-Source Distributed Data Compression Based on Information Bottleneck Principle

Semantic Information Recovery in Wireless Networks

Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning

Robust Deep Reinforcement Learning Scheduling via Weight Anchoring

DRLLA: Deep Reinforcement Learning for Link Adaptation

Minimum-Integer Computation Finite Alphabet Message Passing Decoder: From Theory to Decoder Implementations towards 1 Tb/s

Ground-Assisted Federated Learning in LEO Satellite Constellations

Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access

CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection With Low Complexity

Forward-Aware Information Bottleneck-Based Vector Quantization: Multiterminal Extensions for Parallel and Successive Retrieval

Forward-Aware Information Bottleneck-Based Vector Quantization for Noisy Channels

LEO Small-Satellite Constellations for 5G and Beyond-5G Communications

Detection Techniques for Massive Machine-Type Communications: Challenges and Solutions

A Factor Graph-Based Distributed Consensus Kalman Filter

Modeling the Active Neuron Separation in the Compressed Sensing and Finite Rate of Innovation Framework

Distributed Adaptive Learning With Multiple Kernels in Diffusion Networks

Factor Graph-Based Equalization for Two-Way Relaying With General Multi-Carrier Transmissions

On OFDM and SC-FDE transmissions in millimeter wave channels with beamforming

Minimum measurement deterministic compressed sensing based on complex Reed Solomon decoding

Identifying non-Adjacent multiuser allocations by joint ℓ1-minimization

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