Carsten Bockelmann

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 47

Top Topics

Compressed Sensing

Probabilistic Relaxation

Reinforcement Learning

Top Venues

IEEE Commun. Lett.

Publications

MohammadAmin Vakilifard, Tim Due, Mohamed Rihan, Maik Röper, Dirk Wübben, Carsten Bockelmann, Armin Dekorsy
Throughput Requirements for RAN Functional Splits in 3D-Networks. CoRR (2024)
Ahmad Halimi Razlighi, Carsten Bockelmann, Armin Dekorsy
Semantic Communication for Cooperative Multi-Task Processing over Wireless Networks. CoRR (2024)
Pramesh Gautam, Carsten Bockelmann, Armin Dekorsy
Interference Prediction in Unconnected In-X Mobile 6G Subnetworks Using a Data-Driven Approach. ICC Workshops (2024)
Fayad Haddad, Carsten Bockelmann, Armin Dekorsy
Channel Estimation and Pilot Overhead Reduction in OFDM Systems Using Compressed Sensing Dynamic Mode Decomposition. IEEE Commun. Lett. 28 (5) (2024)
Matthias Hummert, Niklas Bulk, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Improving NOMA Performance by Application of Autoencoders and Equidistant Power Allocation. WSA (2024)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Semantic Information Recovery in Wireless Networks. Sensors 23 (14) (2023)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient. 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)
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)
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)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients. CoRR (2023)
Pramesh Gautam, MohammadAmin Vakilifard, Carsten Bockelmann, Armin Dekorsy
Cooperative Interference Estimation Using LSTM-Based Federated Learning for In-X Subnetworks. GLOBECOM (2023)
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)
Steffen Gracla, Carsten Bockelmann, Armin Dekorsy
On the Importance of Exploration for Real Life Learned Algorithms. SPAWC (2022)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care. WCNC (2022)
Christopher Willuweit, Carsten Bockelmann, Armin Dekorsy
Hardware Offset Multi-User Detection for Ultra-Low-Complexity Wireless Sensor Nodes. GLOBECOM (Workshops) (2022)
Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care. CoRR (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)
Johannes Demel, Tobias Monsees, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Cloud-RAN Fronthaul Rate Reduction via IBM-based Quantization for Multicarrier Systems. WSA (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)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Compressed Edge Spectrum Sensing: Extensions and practical considerations. Autom. 67 (1) (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)
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)
Edgar Beck, Carsten Bockelmann, Armin Dekorsy
Compressed Edge Spectrum Sensing for Wideband Cognitive Radios. EUSIPCO (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)
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)
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)
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)
Fabian Monsees, Matthias Woltering, Carsten Bockelmann, Armin Dekorsy
A potential solution for MTC: Multi-Carrier Compressed Sensing Multi-User Detection. ACSSC (2015)
Yihenew Dagne Beyene, Nicolas Malm, Jussi Kerttula, Liang Zhou, Kalle Ruttik, Riku Jäntti, Olav Tirkkonen, Carsten Bockelmann
Spectrum sharing for MTC devices in LTE. DySPAN (2015)
Tobias Schnier, Carsten Bockelmann, Armin Dekorsy
RSCS: Minimum measurement MMV deterministic compressed sensing based on complex reed solomon coding. ACSSC (2015)
Henning F. Schepker, Carsten Bockelmann, Armin Dekorsy
Efficient Detectors for Joint Compressed Sensing Detection and Channel Decoding. IEEE Trans. Commun. 63 (6) (2015)
Carsten Bockelmann, Fabian Monsees, Matthias Woltering, Armin Dekorsy
Hardware-In-the-Loop Measurements of the Multi-Carrier Compressed Sensing Multi-User Detection (MCSM) System. CoRR (2015)
Fabian Monsees, Matthias Woltering, Carsten Bockelmann, Armin Dekorsy
Compressive Sensing Multi-User Detection for Multicarrier Systems in Sporadic Machine Type Communication. VTC Spring (2015)
Yihenew Dagne Beyene, Christopher Boyd, Kalle Ruttik, Carsten Bockelmann, Olav Tirkkonen, Riku Jäntti
Compressive sensing for MTC in new LTE uplink multi-user random access channel. AFRICON (2015)
Carsten Bockelmann
Iterative Soft Interference Cancellation for Sparse BPSK Signals. IEEE Commun. Lett. 19 (5) (2015)
Yalei Ji, Cedomir Stefanovic, Carsten Bockelmann, Armin Dekorsy, Petar Popovski
Characterization of Coded Random Access with Compressive Sensing based Multi-User Detection. CoRR (2014)
Henning F. Schepker, Carsten Bockelmann, Armin Dekorsy, Andreas M. Bartels, D. Trede, Kamil S. Kazimierski
C-Curve: A Finite Alphabet Based Parameter Choice Rule for Elastic-Net in Sporadic Communication. IEEE Commun. Lett. 18 (8) (2014)
Fabian Monsees, Carsten Bockelmann, Armin Dekorsy
Reliable activity detection for massive machine to machine communication via multiple measurement vector compressed sensing. GLOBECOM Workshops (2014)
Yalei Ji, Cedomir Stefanovic, Carsten Bockelmann, Armin Dekorsy, Petar Popovski
Characterization of coded random access with compressive sensing based multi-user detection. GLOBECOM (2014)
Fabian Monsees, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Compressed Sensing Bayes Risk Minimization for Under-determined Systems via Sphere Detection. CoRR (2014)
Florian Lenkeit, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
IRA Code Design for Iterative Detection and Decoding: A Setpoint-Based Approach. VTC Spring (2014)
Benjamin Knoop, Fabian Monsees, Carsten Bockelmann, Dagmar Peters-Drolshagen, Steffen Paul, Armin Dekorsy
Compressed sensing K-best detection for sparse multi-user communications. EUSIPCO (2014)
Fabian Monsees, Carsten Bockelmann, Armin Dekorsy
Joint activity and data detection for machine to machine communication via Bayes Risk optimization. SPAWC (2013)
Carsten Bockelmann, Henning F. Schepker, Armin Dekorsy
Compressive sensing based multi-user detection for machine-to-machine communication. Trans. Emerg. Telecommun. Technol. 24 (4) (2013)
Fabian Monsees, Carsten Bockelmann, Armin Dekorsy
Compressed Sensing soft activity processing for sparse multi-user systems. GLOBECOM Workshops (2013)
Florian Lenkeit, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
IRA code design for IDMA-based multi-pair bidirectional relaying systems. GLOBECOM Workshops (2013)
Henning F. Schepker, Carsten Bockelmann, Armin Dekorsy
Exploiting Sparsity in Channel and Data Estimation for Sporadic Multi-User Communication. ISWCS (2013)
Fabian Monsees, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Compressed Sensing Bayes Risk Minimization for Under-Determined Systems via Sphere Detection. VTC Spring (2013)
Henning F. Schepker, Carsten Bockelmann, Armin Dekorsy
Coping with CDMA Asynchronicity in Compressive Sensing Multi-User Detection. VTC Spring (2013)
Fabian Monsees, Carsten Bockelmann, Armin Dekorsy
Compressed sensing Bayes-risk detection for frame based multi-user systems. PIMRC (2013)
Benjamin Knoop, Fabian Monsees, Carsten Bockelmann, Dirk Wübben, Steffen Paul, Armin Dekorsy
Sparsity-Aware Successive Interference Cancellation with Practical Constraints. WSA (2013)
Henning F. Schepker, Carsten Bockelmann, Armin Dekorsy
Improving Greedy Compressive Sensing Based Multi-User Detection with Iterative Feedback. VTC Fall (2013)
Fabian Monsees, Carsten Bockelmann, Mark Petermann, Armin Dekorsy, Stefan Brueck
On the Impact of Low-Rank Interference on the Post-Equalizer SINR in LTE. IEEE Trans. Commun. 61 (5) (2013)
Florian Lenkeit, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
OFDM-IDM Space-Time Coding in two-hop relay-systems with error-prone relays. WSA (2012)
Fabian Monsees, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
Sparsity Aware Multiuser detection for Machine to Machine communication. GLOBECOM Workshops (2012)
Fabian Monsees, Carsten Bockelmann, Mark Petermann, Armin Dekorsy, Jochen Giese, Stefan Brueck
On the SINR distribution of codebook-based precoding in LTE in case of inter-cell interference. ISWCS (2011)
Carsten Bockelmann, Dirk Wübben, Karl-Dirk Kammeyer
Efficient Coded Bit and Power Loading for BICM-OFDM. VTC Spring (2009)
Carsten Bockelmann, Dirk Wübben, Karl-Dirk Kammeyer
Adaptive BICM-OFDM Systems. MCSS (2009)
Yidong Lang, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy, Michael Söllner
A novel resource allocation strategy for distributed MIMO multi-hop multi-commodity communications. WSA (2008)
Carsten Bockelmann, Dirk Wübben, Karl-Dirk Kammeyer
Mutual information based rate adaptation for MIMO-OFDM systems with finite signal alphabets. WSA (2008)
Yidong Lang, Dirk Wübben, Carsten Bockelmann, Karl-Dirk Kammeyer
A closed power allocation solution for outage restricted distributed MIMO multi-hop networks. WiOpt (2008)