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Preprints

Books

Book Chapters

Journal Publications

Miretti, Lorenzo and Cavalcante, Renato Lu'\is Garrido and Sta'nczak, Slawomir (2021). Channel Covariance Conversion and Modelling Using Infinite Dimensional Hilbert Spaces. IEEE Transactions on Signal Processing. IEEE, 3145–3159.


Vural, Metin and Aravkin, Aleksandr Y. and Stańczak, Sławomir (2021). l1-Norm Minimization With Regula Falsi Type Root Finding Methods. IEEE Signal Processing Letters, 2132-2136.


A. Pfadler, C. Ballesteros, J. Romeu and L. Jofre (2020). Hybrid Massive MIMO for Urban V2I: Sub-6 GHz vs mmWave Performance Assessment. IEEE Transactions on Vehicular Technology, 27 May 2020, pp. 4652-4662.


D. A. Awan, 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.


R. Hernangómez, 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.


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


V. Stojkoski, Z. Utkovski, 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


Conference, Symposium, and Workshop Papers

Palaios, Alexandros and Vielhaus, Christian and Külzer, Daniel F and Geuer, Philipp and Sattiraju, Raja and Fink, Jochen and Kasparick, Martin and Watermann, Cara and Fettweis, Gerhard and Fitzek, Frank HP and others (2021). Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction. 2021 IEEE 4th 5G World Forum (5GWF), 418–423.


M. Vural and C. Yuan and N. Kleppmann and P. Jung (2021). A Semidefinite Programming Approach for Obstacle Prediction and Localization. WSA 2021; 25th International ITG Workshop on Smart Antennas, 1-6.


M. Vural and C. Yuan and N. Kleppmann and P. Jung (2021). Robust Distance Matrix Completion for Localization using Frank-Wolfe Iterations. 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1-5.


Ismayilov, Rafail and Cavalcante, Renato LG and Sta'nczak, Sławomir (2021). Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems. ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4115–4119.


Dommel, Johannes and Wieruch, Dennis and Utkovski, Zoran and Sta'nczak, Sławomir (2021). A Semantics-Aware Communication Scheme to Estimate the Empirical Measure of A Quantity of Interest Via Multiple Access Fading Channels. 2021 IEEE Statistical Signal Processing Workshop (SSP), 521–525.


Ismayilov, Rafail and Cavalcante, Renato LG and Sta'nczak, Sławomir (2021). Deep Learning Beam Optimization in Millimeter-Wave Communication Systems. 2021 IEEE Statistical Signal Processing Workshop (SSP), 581–585.


Komuro, Kei and Yukawa, Masahiro and Cavalcante, Renato LG (2021). Distributed Sparse Optimization With Minimax Concave Regularization. 2021 IEEE Statistical Signal Processing Workshop (SSP), 31–35.


Frey, Matthias and Bjelaković, Igor and Sta'nczak, Sławomir (2021). Towards secure over-the-air computation. 2021 IEEE International Symposium on Information Theory (ISIT), 700–705.


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 Sta'nczak, Sławomir 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.


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