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Prof. Dr.-Ing. Slawomir Stanczak

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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 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)

  •  Winter 2018/19

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

  •  Summer 2018

    • VL Mathematical Methods in Signal Processing and Communications (Prof. Dr.-Ing. S.Stanczak)
    • VL Modern Signal Processing for Communications (Dr. R. Cavalcante)

  • Winter 2017/18

    • VL Fundamentals of Digital Wireless Communication
    • VL Selected topics in Wireless Network Optimization

  •  Summer 2017

    • VL Mathematical Methods in Signal Processing and Communications
    • VL Modern Signal Processing for Communications

  • Winter 2016/17

    • VL Fundamentals of Digital Wireless Communication
    • VL Selected topics in Wireless Network Optimization

  • Summer 2016

    • VL Wireless Network Analysis and Optimization
    • VL Modern Signal Processing for Communications

  • Winter 2015/16

    • VL Mathematical Methods in Signal Processing and Communications
    • SE Selected Topics in Wireless Network Optimization

  • Summer 2015

    • VL Cross-Layer Optimization and Resource Allocation in Wireless Networks

  • Winter 2014/15

    • VL Foundations of Digital and Wireless Communication

 

You can also find me on:

Fraunhofer Heinrich-Hertz-Institut

Google Scholar

arXiv

LinkedIn


Publications

Books

Book Chapters

Journal Publications

Conference, Symposium, and Workshop Papers

Q. Liao and S. Valentin and S. Stanczak (2015). Channel Gain Prediction in Wireless Networks Based on Spatial-Temporal Correlation. IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)


J. Mohammadi and S. Stanczak (2015). Joint Spectrum Sensing and Jamming Detection with Correlated Channels in Cognitive Radio Networks. Proc. IEEE International Conference on Communications (ICC) - Seventh Workshop on Cooperative and Cognitive Networks (CoCoNet7),


S. Maghsudi and S. Stanczak (2015). Joint Channel Allocation and Power Control for Underlay D2D Transmission. Proc. IEEE International Conference on Communications (ICC)


M. Botsov and S. Stanczak and P. Fertl (2015). Comparison of location-based and CSI-based resource allocation in D2D-enabled cellular networks. IEEE International Conference on Communications (ICC)


Z. Ren and and M. Jäger and S. Stanczak and P. Fertl (2015). Distributed Power Control with Active Cell Protection in Future Cellular Systems. Proc. IEEE International Conference on Communications (ICC)


M. Goldenbaum and S. Stanczak and H. Boche (2015). On Achievable Rates for Analog Computing Real-Valued Functions Over the Wireless Channel. Proc. IEEE International Conference on Communications (ICC)


O. Bulakci and Z. Ren and C. Zhou and J. Eichinger and P. Fertl and D. Gozalvez-Serrano and S. Stanczak (2015). Towards Flexible Network Deployment in 5G:Nomadic Node Enhancement to Heterogeneous Networks. IEEE International Conference on Communications (ICC) - Workshop on Heterogeneous Converged Networks


Y. Chang and S. Stanczak and C. Zhou (2015). Throughput Scaling for Random Hybrid Wireless Networks with Physical-Layer Network Coding. Proc. IEEE Information Theory Workshop (ITW)


R. L. G. Cavalcante and E. Pollakis and S. Stanczak (2014). Power estimation in LTE systems with the general framework of standard interference mappings. 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 818-822.


R.L.G. Cavalcante and E. Pollakis and S. Stanczak (2014). Load Estimation in LTE systems with the General Framework of Standard Interference Mappings. Proc. 2nd IEEE Global Conference on Signal and Information Processing (GlobalSIP)


Z. Ren and S. Stanczak and P. Fertl (2014). Activation of Nomadic Relay Nodes in Dynamic Interference Environment for Energy Saving. Proc. IEEE Global Telecommunication Conference (GLOBECOM)


Z. Ren and M. Shabeeb and S. Stanczak and P. Fertl and L. Thiele (2014). A Distributed Algorithm for Energy Saving in Nomadic Relaying Networks. Proc. 48th Annual Asilomar Conference on Signals, Systems, and Computers


S. Limmer and S. Stanczak (2014). On ℓp-norm computation over multiple-access channels. Information Theory Workshop (ITW), 2014 IEEE


A. Kortke and M. Goldenbaum and S. Stanczak (2014). Analog Computation Over the Wireless Channel: A Proof of Concept. Proc. IEEE Sensors


F. Penna and S. Stanczak and Z. Ren and P. Fertl (2014). MMSE Interference Estimation in LTE Networks. Proc. 2014 IEEE International Conference on Communications (ICC)


Z. Ren and S. Stanczak and P. Fertl and F. Penna (2014). Energy-Aware Activation of Nomadic Relays for Performance Enhancement in Cellular Networks. Proc. 2014 IEEE International Conference on Communications (ICC)


S. Maghsudi and S. Stanczak (2014). Transmission Mode Selection for Network-Assisted Device to Device Communication: A Levy-Bandit Approach. Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)


O. Bulakci and Z. Ren and C. Zhou and J. Eichinger and P. Fertl and S. Stanczak (2014). Dynamic Nomadic Node Selection for Performance Enhancement in Composite Fading/Shadowing Environments. Proc. IEEE 79th Vehicular Technology Conference


K. Oltmann and R.L.G. Cavalcante and S. Stanczak (2013). Interference Identification in Cellular Networks via Adaptive Projected Subgradient Methods. Proc. the 47th Annual Asilomar Conference on Signals, Systems, and Computers


J. Mohammadi and F. Penna and S. Stanczak and M. Kasparick (2013). Energy-efficient node selection for cooperative spectrum sensing with spatial correlation. 2013 Asilomar Conference on Signals, Systems and Computers, 1011-1015.


J. Schreck and P. Jung and S. Stanczak (2013). On Channel State Feedback for Two-Hop Networks Based on Low Rank Matrix Recovery. Proc. 2013 IEEE International Conference on Communications (ICC)


S. Maghsudi and S. Stanczak (2013). Relay Selection Problem in Wireless Networks: A Solution Concept Based on Stochastic Bandits and Calibrated Forecasters. Proc. IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC)


Z. Ren and P. Fertl and Q. Liao and F. Penna and S. Stanczak (2013). Street-Specific Handover Optimization for Vehicular Terminals in Future Cellular Networks. Proc. 2013 IEEE 77th Vehicular Technology Conference (VTC-Spring) - Workshop on Mobile and Wireless Communication Systems for 2020 and beyond


M. Kaliszan and J. Mohammadi and S. Stanczak (2013). Cross-Layer Security in Two-Hop Wireless Gaussian Relay Network with Untrusted Relays. Proc. 2013 IEEE International Conference on Communications (ICC)


S. Maghsudi and S. Stanczak (2013). Dynamic Bandit with Covariates: Strategic Solutions with Application to Wireless Resource Allocation. Proc. 2013 IEEE International Conference on Communications (ICC)


E. Pollakis and R.L.G. Cavalcante and S. Stanczak (2013). Enhancing energy efficient network operation in multi-RAT cellular environments through sparse optimization. Proc. IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC)


M. Goldenbaum and H. Boche and S. Stanczak (2013). Reliable Computation of Nomographic Functions Over Gaussian Multiple-Access Channels. Proc. 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4814–4818.


S. Maghsudi and S. Stanczak (2013). Relay Selection with No Side Information: An Adversarial Bandit Approach. Proc. 2013 IEEE Wireless Communications and Networking Conference (WCNC), 715–720.


Q. Liao and S. Stanczak and F. Penna (2013). A Statistical Algorithm for Multi-Objective Handover Optimization Under Uncertainties. Proc. 2013 IEEE Wireless Communications and Networking Conference (WCNC)


S. Limmer and S. Stanczak and M- Goldenbaum and R.L.G. Cavalcante (2013). Exploiting Interference for Efficient Distributed Learning in Cluster-based Wireless Sensor Networks. Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Network Theory Symposium


Q. Liao and F. Penna and S. Stanczak and Z. Ren and P. Fertl (2013). Context-Aware Handover Optimization for Relay-Aided Vehicular Terminals. Proc. IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC)


J. Bühler and S. Stanczak (2013). Energy-efficient Relaying Using Rateless Codes. Proc. 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)


R. Abi Akl and S. Valentin and G. Wunder and S. Stanczak (2012). Compensating for CQI Aging by Channel Prediction: The LTE Downlink. Proc. 2012 IEEE Global Telecommunication Conference (GLOBECOM)


F. Penna and S. Stanczak (2012). Decentralized Largest Eigenvalue Test for Multi-Sensor Signal Detection. Proc. IEEE Global Telecommunication Conference (GLOBECOM)


J. Schreck and S. Stanczak (2012). On SINR Balancing for a Two-Hop Downlink Channel . Proc. 46th Asilomar Conference on Signals, Systems and Computers


J. Mohammadi and M. Kaliszan and S. Stanczak (2012). Secrecy Capacity Limits of Multiple Antenna Multiple Eavesdropper Multicast. Proc. 46th Asilomar Conference on Signals, Systems and Computers


E. Pollakis and R. L. G. Cavalcante and S. Stanczak and F. Penna (2012). Robust Interference Identification for Multi-RAT Optimization in Wireless Cellular Networks. Proc. 2012 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)


J. Bühler and S. Stanczak (2012). Energy-Efficient Decode and Forward Relaying in Diamond Networks. Proc. 50th Annual Allerton Conference on Communication, Control and Computing


S. Stanczak and M. Goldenbaum and R. L. G. Cavalcante and F. Penna (2012). On In-Network Computation via Wireless Multiple-Access Channels with Applications. Proc. the Ninth International Symposium on Wireless Communication Systems (ISWCS), 276–280.


Q. Liao and M. Wiczanowski and S. Stanczak (2012). Toward Cell Outage Detection with Composite Hypothesis Testing. Proc. 2012 IEEE International Conference on Communications (ICC)


E. Pollakis and R. L. G. Cavalcante and S. Stanczak (2012). Base station selection for energy efficient network operation with the majorization-minimization algorithm. Proc. IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)


M. Zheng and J. Mohammadi and S. Stanczak and H. Yu (2012). Concurrent Transmission versus Time Sharing in Gaussian Interference Channels. Proc. IEEE 13th International workshop on signal processing advances in wireless communications (SPAWC)


M. Zheng and M. Goldenbaum and S. Stanczak and H. Yu (2012). Fast Average Consensus in Clustered Wireless Sensor Networks by Superposition Gossiping. Proc. 2012 IEEE Wireless Communications and Networking Conference (WCNC)


M. Kaliszan and E. Pollakis and S. Stanczak (2012). Multigroup Multicast with Application-Layer Coding: Beamforming for Maximum Weighted Sum Rate. Proc. 2012 IEEE Wireless Communications and Networking Conference (WCNC)


M. Zheng and S. Stanczak and Y. Hai-bin (2012). Utility-cost optimization for joint routing and power control in multi-hop wireless networks. Proc. 2012 IEEE Wireless Communications and Networking Conference (WCNC)


S. Maghsudi and S. Stanczak (2012). A Delay-Constrained Rateless Coded Incremental Relaying Protocol for Two-Hop Transmission. Proc. 2012 IEEE Wireless Communications and Networking Conference (WCNC)


S. Maghsudi and S. Stanczak (2012). Joint Power Allocation and Relay Selection for Network-Coded Two-Way Relaying. Proc. 46th Annual Conference of Information Sciences and Systems (CISS)


M. Goldenbaum and H. Boche and S. Stanczak (2012). On Analog Computation of Vector-Valued Functions in Clustered Wireless Sensor Networks. Proc. 46th Annual Conference on Information Sciences and Systems (CISS)


M. Goldenbaum and S. Stanczak (2012). On Multiantenna Sensor Networks With Interference: Energy Consumption vs. Robustness. Proc. 16th International ITG Workshop on Smart Antennas (WSA), 125–132.


R. L. G. Cavalcante and S. Stanczak (2012). Robust Set-Theoretic Distributed Detection in Diffusion Networks. Proc. 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)


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Fachgebietsleiter

Prof. Dr.-Ing. Slawomir Stanczak
Fakultät IV
Raum HFT 400a
Tel.: +49(0)30 314-28465
Fax: +49(0)30 314-28320

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