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Department of Telecommunication SystemsPublications

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Preprints

Books

Book Chapters

Journal Publications

D. A. Awan and R. L.G. Cavalcante and S. Stanczak (2020). Robust Cell-Load Learning with a Small Sample Set. IEEE Transactions on Signal Processing (TSP), 68:270-283.


C.-X. Wang and M. Di Renzo and S. Stanczak and S. Wang and E. G. Larsson (2020). Artificial Intelligence Enabled Wireless Networking for 5G and Beyond: Recent Advances and Future Challenges. IEEE Wireless Communications Magazine, February 2020/Intelligent Radio: When Artificial Intelligence Meets Radio Network


R. Hernangómez and A. Santra and S. Stanczak (2020). A Study on Feature Processing Schemes for Deep-Learning-Based Human Activity Classification Using Frequency-Modulated Continuous-Wave Radar. IET Radar, Sonar & Navigation, Volume 14, Issue 7, July 2020, 10 pp.


T. Bag, S. Garg, D. F. Preciado Rojas and A. Mitschele-Thiel (2020). Machine Learning based Recommender Systems to achieve Self-Coordination between SON Functions. IEEE Transactions on Network and Service Management, Sept. 2020


C.- X. Wang, M. Di Renzo, S. Stanczak, S. Wang and E. G. Larsson (2020). Artificial Intelligence Enabled Wireless Networking for 5G and Beyond: Recent Advances and Future Challenges. IEEE Wireless Communications (Volume 27, Issue: 1, pp. 16-23, Feb.


G. Bräutigam, R. L.G. Cavalcante, M. Kasparick, A. Keller and S. Stanczak (2020). AI and open interfaces: Key enablers for campus networks. ITU News Magazine - AI and Machine Learning in 5G, no. 5, p. 55, open access, Dec.


R.L.G. Cavalcante and Q. Liao and S. Stanczak (2019). Connections between spectral properties of asymptotic mappings and solutions to wireless network problems. IEEE Transactions on Signal Processing, Feb. 2019


V. Stojkoski and Z. Utkovski and L. Basnarkov and L. Kocarev (2019). Cooperation dynamics in the networked geometric Brownian motion. Physical Review E 99, 062312, 28 June 2019


V. Stojkoski and Z. Utkovski and E. Andre and L. Kocarev (2019). The role of multiplex network structure in cooperation through generalized reciprocity. Physica A: Statistical Mechanics and its Applications 531:121805, June 2019


L. Basnarkov and V. Stojkoski and Z. Utkovski and L. Kocarev (2019). Lead-lag relationships in foreign exchange markets. Physica A: Statistical Mechanics and its Applications 539:122986, Sept. 2019


Conference, Symposium, and Workshop Papers

Palaios, Alexandros and Geuer, Philipp and Fink, Jochen and Külzer, Daniel F and Göttsch, Fabian and Kasparick, Martin and Schäufele, Daniel and Hernangómez, Rodrigo and Partani, Sanket and Sattiraju, Raja and others (2021). Network under control: Multi-vehicle E2E measurements for AI-based QoS prediction. 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 1432–1438.


Külzer, Daniel Fabian and Stanczak, Slawomir and Botsov, Mladen (2021). CDI Maps: Dynamic Estimation of the Radio Environment for Predictive Resource Allocation. 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 892–898.


Manjunath, Ramya Panthangi and Schubert, Martin and Cavalcante, RL G and Boban, Mate and Zhou, Chan and Stanczak, Slawomir (2021). Proactive Application Rate Requirement Adaptation Mechanism for Sidelinks. 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 1–6.


Külzer, Daniel Fabian and Stanczak, Slawomir and Botsov, Mladen (2021). Interference-Aware Distributed Predictive Resource Allocation for Automotive Applications. 2021 17th International Symposium on Wireless Communication Systems (ISWCS), 1–6.


Agrawal, Navneet and Cavalcante, Renato LG and Stanczak, Slawomir (2021). Adaptive Estimation of Angular Power Spectra for Time-Varying MIMO Channels. 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 96–100.


Dai, Sida and Kurras, Martin and Thiele, Lars and Stanczak, Slawomir and Chen, Litao and Zhong, Zhimeng (2021). Deep Learning for Massive MIMO: Channel Completion for TDD Downlink. 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 696–702.


Undi, Fabian and Schultze, Alper and Keusgen, Wilhelm and Peter, Michael and Eichler, Taro (2021). Angle-Resolved THz Channel Measurements at 300 GHz in an Outdoor Environment. 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 1–7.


Schultze, Alper and Wittig, Sven and Keusgen, Wilhelm (2021). Spatially Resolved Multi-Transmitter Ka-Band Channel Measurements for Receiver Localization. 2021 IEEE Radio and Wireless Symposium (RWS), 154–157.


Gutierrez-Estevez, Miguel A and Utkovski, Zoran and Kousaridas, Apostolos and Zhou, Chan (2021). A Statistical Learning Framework for QoS Prediction in V2X. 2021 IEEE 4th 5G World Forum (5GWF), 441–446.


Bezmenov, Maria and Utkovski, Zoran and Sambale, Klaus and Stanczak, Slawomir (2021). Semi-Persistent Scheduling with Single Shot Transmissions for Aperiodic Traffic. 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 1–7.


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