Armin Dekorsy

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 113

Top Venues

Publications

Nasrin Razmi, Bho Matthiesen, Armin Dekorsy, Petar Popovski
Scheduling for On-Board Federated Learning with Satellite Clusters. CoRR (2024)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Semantic Information Recovery in Wireless Networks. Sensors 23 (14) (2023)
Maik Röper, Bho Matthiesen, Dirk Wübben, Petar Popovski, Armin Dekorsy
Robust Precoding via Characteristic Functions for VSAT to Multi-Satellite Uplink Transmission. CoRR (2023)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient. CoRR (2023)
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy, Petar Popovski
On-board Federated Learning for Satellite Clusters with Inter-Satellite Links. CoRR (2023)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Robust Deep Reinforcement Learning Scheduling via Weight Anchoring. IEEE Commun. Lett. 27 (1) (2023)
Christopher Willuweit, Carsten Bockelmann, Armin Dekorsy
Energy and Bandwidth Efficiency of Event-Based Communication. VTC2023-Spring (2023)
Steffen Gracla, Carsten Bockelmann, Armin Dekorsy
A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation. CoRR (2023)
Steffen Gracla, Alea Schröder, Maik Röper, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications. CoRR (2023)
Fayad Haddad, Carsten Bockelmann, Armin Dekorsy
A Dynamical Model for CSI Feedback in Mobile MIMO Systems Using Dynamic Mode Decomposition. ICC (2023)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Robust Deep Reinforcement Learning Scheduling via Weight Anchoring. CoRR (2023)
Steffen Gracla, Alea Schröder, Maik Röper, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications. ICASSP Workshops (2023)
Maik Röper, Bho Matthiesen, Dirk Wübben, Petar Popovski, Armin Dekorsy
Robust Precoding via Characteristic Functions for VSAT to Multi-Satellite Uplink Transmission. ICC (2023)
Lingrui Zhu, Carsten Bockelmann, Thorsten Schier, Salah Eddine Hajri, Armin Dekorsy
Enhancing CNN-based Channel Estimation using Transfer Learning in OFDM Systems. SPAWC (2023)
Steffen Gracla, Carsten Bockelmann, Armin Dekorsy
On the Importance of Exploration for Real Life Learned Algorithms. CoRR (2023)
Mohamed Rihan, Tim Due, MohammadAmin Vakilifard, Dirk Wübben, Armin Dekorsy
RAN Functional Split Options for Integrated Terrestrial and Non-Terrestrial 6G Networks. CoRR (2023)
Lingrui Zhu, Carsten Bockelmann, Thorsten Schier, Salah Eddine Hajri, Armin Dekorsy
NOLLA: Non-Linear Outer Loop Link Adaptation for Enhancing Wireless Link Transmission. PIMRC (2023)
Alea Schröder, Maik Röper, Dirk Wübben, Bho Matthiesen, Petar Popovski, Armin Dekorsy
A Comparison between RSMA, SDMA, and OMA in Multibeam LEO Satellite Systems. CoRR (2023)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients. CoRR (2023)
Tobias Monsees, Dirk Wübben, Armin Dekorsy
Optimum Quantization of Memoryless Channels with N-ary Input. IEEECONF (2022)
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy, Petar Popovski
On-Board Federated Learning for Dense LEO Constellations. ICC (2022)
Alessio Zappone, Bho Matthiesen, Armin Dekorsy
Energy Efficiency of Holographic Transceivers Based on RIS. GLOBECOM (2022)
Bho Matthiesen, Yijie Mao, Armin Dekorsy, Petar Popovski, Bruno Clerckx
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access. CoRR (2022)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients. ICC (2022)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Semantic Communication: An Information Bottleneck View. CoRR (2022)
Niklas Bulk, Carsten Bockelmann, Armin Dekorsy
Combining NOMA with Hierarchical Distribution Matching. SPAWC (2022)
Bho Matthiesen, Yijie Mao, Armin Dekorsy, Petar Popovski, Bruno Clerckx
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access. IEEE Trans. Signal Process. 70 (2022)
Maik Röper, Bho Matthiesen, Dirk Wübben, Petar Popovski, Armin Dekorsy
Distributed Downlink Precoding and Equalization in Satellite Swarms. CoRR (2022)
Steffen Gracla, Carsten Bockelmann, Armin Dekorsy
On the Importance of Exploration for Real Life Learned Algorithms. SPAWC (2022)
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy, Petar Popovski
Ground-Assisted Federated Learning in LEO Satellite Constellations. IEEE Wirel. Commun. Lett. 11 (4) (2022)
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy, Petar Popovski
Scheduling for Ground-Assisted Federated Learning in LEO Satellite Constellations. EUSIPCO (2022)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care. WCNC (2022)
Israel Leyva Mayorga, Beatriz Soret, Bho Matthiesen, Maik Röper, Dirk Wübben, Armin Dekorsy, Petar Popovski
NGSO Constellation Design for Global Connectivity. CoRR (2022)
Tobias Monsees, Dirk Wübben, Armin Dekorsy, Oliver Griebel, Matthias Herrmann, Norbert Wehn
Finite-Alphabet Message Passing using only Integer Operations for Highly Parallel LDPC Decoders. SPAWC (2022)
Maik Röper, Bho Matthiesen, Dirk Wübben, Petar Popovski, Armin Dekorsy
Beamspace MIMO for Satellite Swarms. WCNC (2022)
Tobias Monsees, Oliver Griebel, Matthias Herrmann, Dirk Wübben, Armin Dekorsy, Norbert Wehn
Minimum-Integer Computation Finite Alphabet Message Passing Decoder: From Theory to Decoder Implementations towards 1 Tb/s. Entropy 24 (10) (2022)
Bho Matthiesen, Nasrin Razmi, Israel Leyva Mayorga, Armin Dekorsy, Petar Popovski
Federated Learning in Satellite Constellations. CoRR (2022)
Christopher Willuweit, Carsten Bockelmann, Armin Dekorsy
Hardware Offset Multi-User Detection for Ultra-Low-Complexity Wireless Sensor Nodes. GLOBECOM (Workshops) (2022)
Maik Röper, Bho Matthiesen, Dirk Wübben, Petar Popovski, Armin Dekorsy
Beamspace MIMO for Satellite Swarms. CoRR (2021)
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy, Petar Popovski
Ground-Assisted Federated Learning in LEO Satellite Constellations. CoRR (2021)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care. CoRR (2021)
Israel Leyva Mayorga, Maik Röper, Bho Matthiesen, Armin Dekorsy, Petar Popovski, Beatriz Soret
Inter-Plane Inter-Satellite Connectivity in LEO Constellations: Beam Switching vs. Beam Steering. GLOBECOM (2021)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy
Forward-Aware Information Bottleneck-Based Vector Quantization: Multiterminal Extensions for Parallel and Successive Retrieval. IEEE Trans. Commun. 69 (10) (2021)
Matthias Hummert, Dirk Wübben, Armin Dekorsy
Machine Learning Scaled Belief Propagation for Short Codes. VTC Fall (2021)
Tobias Monsees, Dirk Wübben, Armin Dekorsy
Relative Entropy based Message Combining for Exploiting Diversity in Information Optimized Processing. WSA (2021)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection With Low Complexity. IEEE Trans. Commun. 69 (12) (2021)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
ConCrete MAP: Learning a Probabilistic Relaxation of Discrete Variables for Soft Estimation with Low Complexity. CoRR (2021)
Israel Leyva Mayorga, Maik Röper, Bho Matthiesen, Armin Dekorsy, Petar Popovski, Beatriz Soret
Inter-Plane Inter-Satellite Connectivity in LEO Constellations: Beam Switching vs. Beam Steering. CoRR (2021)
Matthias Hummert, Dirk Wübben, Armin Dekorsy
Neural Network-based Forecasting of Decodability for Early ARQ. ISWCS (2021)
Shengdi Wang, Ban-Sok Shin, Dmitriy Shutin, Armin Dekorsy
Diffusion Field Estimation Using Decentralized Kernel Kalman Filter with Parameter Learning Over Hierarchical Sensor Networks. MLSP (2020)
Johannes Demel, Tobias Monsees, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Cloud-RAN Fronthaul Rate Reduction via IBM-based Quantization for Multicarrier Systems. WSA (2020)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy
Generalized Distributed Information Bottleneck for Fronthaul Rate Reduction at the Cloud-RANs Uplink. GLOBECOM (2020)
Shengdi Wang, Armin Dekorsy
A Factor Graph-Based Distributed Consensus Kalman Filter. IEEE Signal Process. Lett. 27 (2020)
Israel Leyva Mayorga, Beatriz Soret, Maik Röper, Dirk Wübben, Bho Matthiesen, Armin Dekorsy, Petar Popovski
LEO Small-Satellite Constellations for 5G and Beyond-5G Communications. IEEE Access 8 (2020)
Shayan Hassanpour, Tobias Monsees, Dirk Wübben, Armin Dekorsy
Forward-Aware Information Bottleneck-Based Vector Quantization for Noisy Channels. IEEE Trans. Commun. 68 (12) (2020)
Roberto B. Di Renna, Carsten Bockelmann, Rodrigo C. de Lamare, Armin Dekorsy
Detection Techniques for Massive Machine-Type Communications: Challenges and Solutions. IEEE Access 8 (2020)
Johannes Demel, Carsten Bockelmann, Armin Dekorsy
Burst error analysis of scheduling algorithms for 5G NR URLLC periodic deterministic communication. VTC Spring (2020)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Concrete MAP Detection: A Machine Learning Inspired Relaxation. WSA (2020)
Matthias Hummert, Dirk Wübben, Armin Dekorsy
DeEQ: Deep Equalization for Large MIMO Systems. WSA (2020)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Compressed Edge Spectrum Sensing: Extensions and practical considerations. Autom. 67 (1) (2019)
Beatriz Soret, Israel Leyva Mayorga, Maik Röper, Dirk Wübben, Bho Matthiesen, Armin Dekorsy, Petar Popovski
LEO Small-Satellite Constellations for 5G and Beyond-5G Communications. CoRR (2019)
Shengdi Wang, Armin Dekorsy
Distributed Consensus-Based Extended Kalman Filtering: A Bayesian Perspective. EUSIPCO (2019)
Tobias Schnier, Carsten Bockelmann, Armin Dekorsy
Modeling the Active Neuron Separation in the Compressed Sensing and Finite Rate of Innovation Framework. IEEE Trans. Signal Process. 67 (17) (2019)
Mohammad Soliman, Jasper Siemons, Jacob Kochems, Wasim Alshrafi, Jeries Shamshoom, Dirk Heberling, Armin Dekorsy
Automatic Train Coupling: Challenges and Key Enablers. IEEE Commun. Mag. 57 (9) (2019)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy
A Novel Approach to Distributed Quantization via Multivariate Information Bottleneck Method. GLOBECOM (2019)
Tobias Monsees, Dirk Wübben, Armin Dekorsy
Information Preserving Quantization and Decoding for Satellite-Aided 5G Communications. 5G World Forum (2019)
Maik Röper, Armin Dekorsy
Robust Distributed MMSE Precoding in Satellite Constellations for Downlink Transmission. 5G World Forum (2019)
Ban-Sok Shin, Masahiro Yukawa, Renato Luís Garrido Cavalcante, Armin Dekorsy
Distributed Adaptive Learning With Multiple Kernels in Diffusion Networks. IEEE Trans. Signal Process. 66 (21) (2018)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy
On the Equivalence of Two Information Bottleneck-Based Routines Devised for Joint Source-Channel Coding. ICT (2018)
Matthias Woltering, Dirk Wübben, Armin Dekorsy
Factor Graph-Based Equalization for Two-Way Relaying With General Multi-Carrier Transmissions. IEEE Trans. Wirel. Commun. 17 (2) (2018)
Ban-Sok Shin, Masahiro Yukawa, Renato L. G. Cavalcante, Armin Dekorsy
A Hybrid Dictionary Approach for Distributed Kernel Adaptive Filtering in Diffusion Networks. ICASSP (2018)
Mohammad Soliman, Paul Unterhuber, Fabian de Ponte Müller, Martin Schmidhammer, Stephan Sand, Armin Dekorsy
Design and Evaluation of a Millimeter Wave Channel Sounder for Dynamic Propagation Measurements. VTC Fall (2018)
Carsten Bockelmann, Nuno K. Pratas, Gerhard Wunder, Stephan Saur, Monica Navarro, David Gregoratti, Guillaume Vivier, Elisabeth de Carvalho, Yalei Ji, Cedomir Stefanovic, Petar Popovski, Qi Wang, Malte Schellmann, Evangelos A. Kosmatos, Panagiotis Demestichas, Miruna Raceala-Motoc, Peter Jung, Slawomir Stanczak, Armin Dekorsy
Towards Massive Connectivity Support for Scalable mMTC Communications in 5G networks. CoRR (2018)
Maik Röper, Patrick Svedman, Armin Dekorsy
Distributed Precoder Design Under Per-Small Cell Power Constraint. VTC Fall (2018)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy
A Graph-Based Message Passing Approach for Noisy Source Coding via Information Bottleneck Principle. GLOBECOM (2018)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy
On the equivalence of double maxima and KL-means for information bottleneck-based source coding. WCNC (2018)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Compressed Edge Spectrum Sensing for Wideband Cognitive Radios. EUSIPCO (2018)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy
A Graph-Based Message Passing Approach for Joint Source-Channel Coding via Information Bottleneck Principle. ISTC (2018)
Shengdi Wang, Guang Xu, Henning Paul, Armin Dekorsy
Virtual clustering: a communication cost reduction strategy for distributed consensus-based estimation in cooperative networks. WSA (2018)
Shengdi Wang, Henning Paul, Armin Dekorsy
Distributed Optimal Consensus-Based Kalman Filtering and its Relation to Map Estimation. ICASSP (2018)
Mingjie Hao, Ludwig Karsthof, Jochen Rust, Johannes Demel, Carsten Bockelmann, Armin Dekorsy, Ahmad Al Houry, Fabian Mackenthun, Steffen Paul
FPGA-based Baseband Solution for High Performance Industrial Wireless Communication. DSL (2018)
Carsten Bockelmann, Nuno K. Pratas, Gerhard Wunder, Stephan Saur, Monica Navarro, David Gregoratti, Guillaume Vivier, Elisabeth de Carvalho, Yalei Ji, Cedomir Stefanovic, Petar Popovski, Qi Wang, Malte Schellmann, Evangelos A. Kosmatos, Panagiotis Demestichas, Miruna Raceala-Motoc, Peter Jung, Slawomir Stanczak, Armin Dekorsy
Towards Massive Connectivity Support for Scalable mMTC Communications in 5G Networks. IEEE Access 6 (2018)
Shayan Hassanpour, Dirk Wübben, Armin Dekorsy, Brian M. Kurkoski
On the relation between the asymptotic performance of different algorithms for information bottleneck framework. ICC (2017)
Yalei Ji, Carsten Bockelmann, Armin Dekorsy
Performance Approximation of Compressive Sensing Multi-User Detection via Replica Symmetry. VTC Fall (2017)
Tobias Schnier, Carsten Bockelmann, Armin Dekorsy
Reduction of necessary data rate for neural data through exponential and sinusoidal spline decomposition using the Finite Rate of Innovation framework. ICASSP (2017)
Tobias Schnier, Carsten Bockelmann, Armin Dekorsy
A theoretical analysis of the spatial multi channel compressed sensing model. SPAWC (2017)
Guang Xu, Shengdi Wang, Henning Paul, Armin Dekorsy
Virtual Clustering for Distributed Consensus-Based Estimation in Cooperative Networks. VTC Spring (2017)
Yalei Ji, Carsten Bockelmann, Armin Dekorsy
Numerical analysis for joint PHY and MAC perspective of Compressive Sensing Multi-User Detection with coded random access. ICC Workshops (2017)
Johannes Demel, Carsten Bockelmann, Armin Dekorsy
Evaluation of a software defined GFDM implementation for industry 4.0 applications. ICIT (2017)
Tobias Schnier, Carsten Bockelmann, Armin Dekorsy
SparkDict: A fast dictionary learning algorithm. EUSIPCO (2017)
Ban-Sok Shin, Henning Paul, Masahiro Yukawa, Armin Dekorsy
Distributed nonlinear regression using in-network processing with multiple Gaussian kernels. SPAWC (2017)
Meng Wu, Dirk Wübben, Armin Dekorsy, Paolo Baracca, Volker Braun, Hardy Halbauer
On OFDM and SC-FDE Transmissions in Millimeter Wave Channels with Beamforming. VTC Spring (2016)
Matthias Woltering, Dirk Wübben, Armin Dekorsy
Factor Graph based Equalizer for Two Way Relaying Channels with General Waveforms. WSA (2016)
Matthias Woltering, Ming Zhang, Dirk Wübben, Armin Dekorsy
Comparison of General Multi-Carrier Schemes in Two Way Relaying Channels. WSA (2016)
Carsten Bockelmann, Nuno Pratas, Hosein Nikopour, Kelvin Au, Tommy Svensson, Cedomir Stefanovic, Petar Popovski, Armin Dekorsy
Massive machine-type communications in 5g: physical and MAC-layer solutions. IEEE Commun. Mag. 54 (9) (2016)
Tobias Schnier, Carsten Bockelmann, Armin Dekorsy
Minimum measurement deterministic compressed sensing based on complex reed solomon decoding. EUSIPCO (2016)
Carsten Bockelmann, Nuno Pratas, Hosein Nikopour, Kelvin Au, Tommy Svensson, Cedomir Stefanovic, Petar Popovski, Armin Dekorsy
Massive Machine-type Communications in 5G: Physical and MAC-layer solutions. CoRR (2016)
Guang Xu, Henning Paul, Armin Dekorsy
Distributed Relaxation on Augmented Lagrangian for Consensus based Estimation in Sensor Networks. WSA (2016)
Meng Wu, Dirk Wübben, Armin Dekorsy, Paolo Baracca, Volker Braun, Hardy Halbauer
Hardware Impairments in Millimeter Wave Communications using OFDM and SC-FDE. WSA (2016)
Ban-Sok Shin, Henning Paul, Armin Dekorsy
Distributed kernel least squares for nonlinear regression applied to sensor networks. EUSIPCO (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Armin Dekorsy