Carsten Bockelmann

Orcid: 0000-0002-8501-7324

According to our database1, Carsten Bockelmann authored at least 67 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Semantic Information Recovery in Wireless Networks.
Sensors, July, 2023

Robust Deep Reinforcement Learning Scheduling via Weight Anchoring.
IEEE Commun. Lett., January, 2023

Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient.
CoRR, 2023

A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation.
CoRR, 2023

Energy and Bandwidth Efficiency of Event-Based Communication.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Enhancing CNN-based Channel Estimation using Transfer Learning in OFDM Systems.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

NOLLA: Non-Linear Outer Loop Link Adaptation for Enhancing Wireless Link Transmission.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

A Dynamical Model for CSI Feedback in Mobile MIMO Systems Using Dynamic Mode Decomposition.
Proceedings of the IEEE International Conference on Communications, 2023

Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications.
Proceedings of the IEEE International Conference on Acoustics, 2023

Cooperative Interference Estimation Using LSTM-Based Federated Learning for In-X Subnetworks.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Semantic Communication: An Information Bottleneck View.
CoRR, 2022

Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

On the Importance of Exploration for Real Life Learned Algorithms.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Combining NOMA with Hierarchical Distribution Matching.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients.
Proceedings of the IEEE International Conference on Communications, 2022

Hardware Offset Multi-User Detection for Ultra-Low-Complexity Wireless Sensor Nodes.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection With Low Complexity.
IEEE Trans. Commun., 2021

ConCrete MAP: Learning a Probabilistic Relaxation of Discrete Variables for Soft Estimation with Low Complexity.
CoRR, 2021

2020
Detection Techniques for Massive Machine-Type Communications: Challenges and Solutions.
IEEE Access, 2020

Cloud-RAN Fronthaul Rate Reduction via IBM-based Quantization for Multicarrier Systems.
Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020

Concrete MAP Detection: A Machine Learning Inspired Relaxation.
Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020

Burst error analysis of scheduling algorithms for 5G NR URLLC periodic deterministic communication.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

2019
Modeling the Active Neuron Separation in the Compressed Sensing and Finite Rate of Innovation Framework.
IEEE Trans. Signal Process., 2019

Compressed Edge Spectrum Sensing: Extensions and practical considerations.
Autom., 2019

2018
Towards Massive Connectivity Support for Scalable mMTC Communications in 5G Networks.
IEEE Access, 2018

FPGA-based Baseband Solution for High Performance Industrial Wireless Communication.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Compressed Edge Spectrum Sensing for Wideband Cognitive Radios.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Performance Approximation of Compressive Sensing Multi-User Detection via Replica Symmetry.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

A theoretical analysis of the spatial multi channel compressed sensing model.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

Evaluation of a software defined GFDM implementation for industry 4.0 applications.
Proceedings of the IEEE International Conference on Industrial Technology, 2017

Numerical analysis for joint PHY and MAC perspective of Compressive Sensing Multi-User Detection with coded random access.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

Reduction of necessary data rate for neural data through exponential and sinusoidal spline decomposition using the Finite Rate of Innovation framework.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

SparkDict: A fast dictionary learning algorithm.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Massive machine-type communications in 5g: physical and MAC-layer solutions.
IEEE Commun. Mag., 2016

Minimum measurement deterministic compressed sensing based on complex reed solomon decoding.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Efficient Detectors for Joint Compressed Sensing Detection and Channel Decoding.
IEEE Trans. Commun., 2015

Iterative Soft Interference Cancellation for Sparse BPSK Signals.
IEEE Commun. Lett., 2015

Hardware-In-the-Loop Measurements of the Multi-Carrier Compressed Sensing Multi-User Detection (MCSM) System.
CoRR, 2015

Compressive Sensing Multi-User Detection for Multicarrier Systems in Sporadic Machine Type Communication.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Spectrum sharing for MTC devices in LTE.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2015

Compressive sensing for MTC in new LTE uplink multi-user random access channel.
Proceedings of the AFRICON 2015, Addis Ababa, Ethiopia, September 14-17, 2015, 2015

RSCS: Minimum measurement MMV deterministic compressed sensing based on complex reed solomon coding.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

A potential solution for MTC: Multi-Carrier Compressed Sensing Multi-User Detection.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
C-Curve: A Finite Alphabet Based Parameter Choice Rule for Elastic-Net in Sporadic Communication.
IEEE Commun. Lett., 2014

IRA Code Design for Iterative Detection and Decoding: A Setpoint-Based Approach.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

Reliable activity detection for massive machine to machine communication via multiple measurement vector compressed sensing.
Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

Characterization of coded random access with compressive sensing based multi-user detection.
Proceedings of the IEEE Global Communications Conference, 2014

Compressed sensing K-best detection for sparse multi-user communications.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
On the Impact of Low-Rank Interference on the Post-Equalizer SINR in LTE.
IEEE Trans. Commun., 2013

Compressive sensing based multi-user detection for machine-to-machine communication.
Trans. Emerg. Telecommun. Technol., 2013

Sparsity-Aware Successive Interference Cancellation with Practical Constraints.
Proceedings of the 17th International ITG Workshop on Smart Antennas, 2013

Improving Greedy Compressive Sensing Based Multi-User Detection with Iterative Feedback.
Proceedings of the 78th IEEE Vehicular Technology Conference, 2013

Coping with CDMA Asynchronicity in Compressive Sensing Multi-User Detection.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Compressed Sensing Bayes Risk Minimization for Under-Determined Systems via Sphere Detection.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Joint activity and data detection for machine to machine communication via Bayes Risk optimization.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Compressed sensing Bayes-risk detection for frame based multi-user systems.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

Exploiting Sparsity in Channel and Data Estimation for Sporadic Multi-User Communication.
Proceedings of the ISWCS 2013, 2013

Compressed Sensing soft activity processing for sparse multi-user systems.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

IRA code design for IDMA-based multi-pair bidirectional relaying systems.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

2012
OFDM-IDM Space-Time Coding in two-hop relay-systems with error-prone relays.
Proceedings of the International ITG Workshop on Smart Antennas, 2012

Sparsity Aware Multiuser detection for Machine to Machine communication.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

2011
On the SINR distribution of codebook-based precoding in LTE in case of inter-cell interference.
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

2009
Efficient Coded Bit and Power Loading for BICM-OFDM.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Adaptive BICM-OFDM Systems.
Proceedings of the Multi-Carrier Systems & Solutions 2009, 2009

2008
A novel resource allocation strategy for distributed MIMO multi-hop multi-commodity communications.
Proceedings of the 2008 International ITG Workshop on Smart Antennas, 2008

Mutual information based rate adaptation for MIMO-OFDM systems with finite signal alphabets.
Proceedings of the 2008 International ITG Workshop on Smart Antennas, 2008

A closed power allocation solution for outage restricted distributed MIMO multi-hop networks.
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008


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