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Prof. Dr.-Ing. Slawomir Stanczak

Lupe

Slawomir Stanczak studied electrical engineering with specialization in control theory at the Wroclaw University of Technology and at the Technical University of Berlin (TU Berlin). He received the Dipl.-Ing. degree in 1998 and the Dr.-Ing. degree (summa cum laude) in electrical engineering in 2003, both from TU Berlin; the Habilitation degree (venialegendi) followed in 2006. Since 2015, he has been a Full Professor for network information theory with TU Berlin and the head of the Wireless Communications and Networks department. Prof. Stanczak is a co-author of two books and more than 200 peer-reviewed journal articles and conference papers in the area of information theory, wireless communications, signal processing and machine learning. He was an Associate Editor of the IEEE Transactions on Signal Processing between 2012 and 2015. Since February 2018 Prof. Stanczak has been the chairman of the ITU-T focus group on machine learning for future networks including 5G.     

Teaching

  • Winter 2020/21

    • VL Fundamentals of Digital Wireless Communication (Prof. Dr.-Ing. Slawomir Stanczak)
    • VL Mathematical Introduction to Machine Learning (Dr. rer. nat. Igor Bjelakovic)
    • VL Introduction to Game Theory with Engineering Applications (Prof. Dr.-Ing. Setareh Maghsudi)

  • Summer 2020

    • VL Theory and Algorithms of Machine Learning (Prof. Dr.-Ing. Slawomir Stanczak)
    • VL Modern Signal Processing and Communications (Dr. Renato L.G. Cavalcante)
    • VL Selected Topics in Wireless Communications and Networking (Dr. Zoran Utkovski)

  • Winter 2019/20

    • VL Fundamentals of Digital Wireless Communication (Prof. Dr.-Ing. Slawomir Stanczak)
    • VL Mathematical Introduction to Machine Learning (Dr. rer. nat. Igor Bjelakovic)

  •  Summer 2019

    • VL Theory and Algorithms of Machine Learning (Prof. Dr.-Ing. Slawomir Stanczak)
    • VL Modern Signal Processing and Communications (Dr. Renato L.G. Cavalcante)
    • VL Selected Topics in Wireless Communications and Networking (Dr. Zoran Utkovski)

 

You can also find me on:

Fraunhofer Heinrich-Hertz-Institut

Google Scholar

arXiv

LinkedIn


Publications

Preprints

Books

Book Chapters

Journal Publications

M. Wiczanowski and S. Stanczak and H. Boche (2008). Performance and Interference Control in Wireless Ad hoc and Mesh Networks— A Generalized Lagrangian Approach. IEEE Transactions on Signal Processing, 4039–4052.


M. Wiczanowski and S. Stanczak and H. Boche (2008). Providing Quadratic Convergence of Decentralized Power Control in Wireless Networks—The Method of Min-Max Functions. IEEE Transactions on Signal Processing, 4053–4068.


H. Boche and M. Wiczanowski and S. Stanczak (2008). On Optimal Resource Allocation in Cellular Networks with Best-Effort Traffic. IEEE Transactions on Wireless Communications, 1163–1167.


S. Stanczak and M. Wiczanowski and H. Boche (2007). Distributed Utility-Based Power Control: Objectives and Algorithms. IEEE Trans. Signal Processing, 5058–5068.


H. Boche and S. Stanczak (2007). A Note on Some Properties of the Perron Root of Nonnegative Irreducible Matrices. Appl. Alg. Eng. Comm. Comp., 369–378.


S. Stanczak and H. Boche (2007). On the Convexity of Feasible QoS Regions. IEEE Transactions on Information Theory, 779-783.


H. Boche and M. Wiczanowski and S. Stanczak (2007). Unifying View on Min-Max Fairness, Max-Min Fairness, and Utility Optimization in Cellular Networks. EURASIP J. Wireless Commun. and Net.


H. Boche and S. Stanczak (2006). The Kullback–Leibler Divergence and Nonnegative Matrices. IEEE Transactions on Information Theory, 5539-5545.


S. Stanczak and H. Boche (2006). The Infeasible SIR Region Is Not a Convex Set. IEEE Transactions on Communications, 1905-1907.


S. Stanczak and G. Wunder and H. Boche (2006). On Pilot-based Multipath Channel Estimation for Uplink CDMA Systems: An Overloaded Case. IEEE Trans. Signal Processing, 512-519.


Conference, Symposium, and Workshop Papers

P. Agostini and Z. Utkovski and S. Stanczak and J. Pilz (2018). Scalable massive random access in C-RAN with fronthaul limitations. 15th International Symposium on Wireless Communication Systems (ISWCS) 2018


R. L. G. Cavalcante and S. Stanczak (2018). Spectral radii of asymptotic mappings and the convergence speed of the standard fixed point algorithm. Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr. 2018


D. A. Awan, R. L.G. Cavalcante, Z. Utkovski and S. Stanczak (2018). Set-Theoretic Learning for Detection in Cell-Less C-RAN System. IEEE Global Conference on Signal and Information Processing, California, USA, Nov. 26-29, 2018


L. Miretti, R. L.G. Cavalcante and S. Stanczak (2018). Downlink channel spatial coveriance estimation in realistic FDD massive MIMO systems. 6th IEEE Global Conference on Signal and Information Processing, Anaheim, California, USA, Nov. 26-29, 2018


M.A. Gutierrez-Estevez and R.L.G. Cavalcante and S. Stanczak (2018). Nonparametric Radio Maps Reconstruction via Elastic Net Regularization with Multi-Kernels. IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)


M. Raceala-Motoc and P. Jung and Z. Utkovski and S. Stanczak (2018). C-RAN-Assisted Non-Coherent Grant-Free Random Access Based on Compute-and-Forward. IEEE GLOBECOM 2018


M. Raceala-Motoc and S. Limmer and I. Bjelakovic and S. Stanczak (2018). Distributed Machine Learning in the Context of Function Computation over Wireless Networks. 52nd Asilomar Conference on Signals, Systems and Computers 2018, Preprint.


Renato L. G. Cavalcante and Slawomir Stanczak (2018). Low-complexity distributed set-theoretic decoders for analog fountain codes. 52nd Asilomar Conference on Signals, Systems and Computers 2018, Preprint.


R. L. G. Cavalcante and S. Stanczak (2017). The role of asymptotic functions in network optimization and feasibility studies. 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 563-567.


M. Frey and I. Bjelakovic and S. Stanczak (2017). MAC resolvability: First and second order results. 2017 IEEE Conference on Communications and Network Security (CNS), arXiv:1707.04156, 560-564.


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Head of Chair

Prof. Dr.-Ing. Slawomir Stanczak
HFT 400a
Einsteinufer 25
10587 Berlin
Tel.: +49(0)30 314-28465
Fax: +49(0)30 314-28320

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