Martin Kasparick
Orcid: 0000-0002-9214-6976Affiliations:
- Fraunhofer Heinrich Hertz Institute, Berlin, Germany
- Technical University of Berlin, Germany (PhD 2016)
According to our database1,
Martin Kasparick
authored at least 54 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
Toward an AI-Enabled Connected Industry: AGV Communication and Sensor Measurement Datasets.
IEEE Commun. Mag., April, 2024
CoRR, 2024
2023
The Story of QoS Prediction in Vehicular Communication: From Radio Environment Statistics to Network-Access Throughput Prediction.
CoRR, 2023
Towards an AI-enabled Connected Industry: AGV Communication and Sensor Measurement Datasets.
CoRR, 2023
Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches.
IEEE Access, 2023
From Empirical Measurements to Augmented Data Rates: A Machine Learning Approach for MCS Adaptation in Sidelink Communication.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
A Deep Reinforcement Learning Approach for Load Balancing in Open Radio Access Networks.
Proceedings of the IEEE Global Communications Conference, 2023
Nachhaltige Landwirtschaft mittels Künstlicher Intelligenz - ein plattformbasierter Ansatz für Forschung und Industrie.
Proceedings of the 43. GIL-Jahrestagung, 2023
2022
Deploying Hierarchical Mesh Networks for Supporting Distributed Computing in Industrial Internet of Things.
IEEE Syst. J., 2022
MIMO Systems with Reconfigurable Antennas: Joint Channel Estimation and Mode Selection.
CoRR, 2022
Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond.
CoRR, 2022
GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems.
IEEE Access, 2022
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
A Probabilistic Model of the Age of Information for Distributed Periodic Reservations in Sidelink.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Short-Term Prediction of Doubly-Dispersive Channels for Pulse-Shaped OTFS using 2D-ConvLSTM.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Hybrid Model and Data Driven Algorithm for Online Learning of Any-to-Any Path Loss Maps.
CoRR, 2021
Transfer Learning in Multi-Agent Reinforcement Learning with Double Q-Networks for Distributed Resource Sharing in V2X Communication.
Proceedings of the 25th International ITG Workshop on Smart Antennas, 2021
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021
AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility Scenarios.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction.
Proceedings of the 4th IEEE 5G World Forum, 2021
2020
Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020
Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Deploying Two-Tiered Wireless Sensor/Actuator Networks Supporting In-Network Computation.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
2019
Proceedings of the 23rd International ITG Workshop on Smart Antennas, 2019
2018
IEEE Trans. Control. Netw. Syst., 2018
2017
IEEE Trans. Wirel. Commun., 2017
2016
Towards self-organizing wireless networks: adaptive learning, resource allocation, and network control.
PhD thesis, 2016
IEEE Trans. Veh. Technol., 2016
2015
Spline Waveforms and Interference Analysis for 5G Random Access with Short Message Support.
CoRR, 2015
2014
Autonomous algorithms for centralized and distributed interference coordination: a virtual layer-based approach.
EURASIP J. Wirel. Commun. Netw., 2014
IEEE Commun. Mag., 2014
Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014
Proceedings of the European Conference on Networks and Communications, 2014
2013
CoRR, 2013
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013
System-level interfaces and performance evaluation methodology for 5G physical layer based on non-orthogonal waveforms.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Interference identification in cellular networks via adaptive projected subgradient methods.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Energy-efficient node selection for cooperative spectrum sensing with spatial correlation.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Proceedings of the International ITG Workshop on Smart Antennas, 2012
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
μ-MaxWeight queueing network control with application to in-flight entertainment systems.
Proceedings of the 2012 Future Network & Mobile Summit, Berlin, Germany, July 4-6, 2012, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
Autonomous Distributed Power Control Algorithms for Interference Mitigation in Multi-Antenna Cellular Networks.
Proceedings of the European Wireless 2011, April 27-29, 2011, Vienna, Austria., 2011
2010
Self-organizing distributed inter-cell beam coordination in cellular networks with best effort traffic.
Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010