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Prof. Dr.-Ing. Slawomir Stanczak is invited to give a talk at the Chalmers University of Technology in Gothenborg. The talk will take place on Thursday, 15th November 2019, 3pm - 4pm. Title of the talk: Towards Robust Machine Learning in 5G Radio Access Networks Abstract: Wireless...



We are glad to announce that Prof. Dr.-Ing. Slawomir Stanczak is invited to give a talk at the Fall 2019 Seminars at NYU. The talk will take place on Thursday, 17 October 2019, 11am -12pm. Title of the talk: Towards Robust Machine Learning in 5G Radio Access Networks Abstract: Wireless...



We are glad to announce that Prof. Dr.-Ing. Slawomir Stanczak is invited to give a talk at the IEEE 5G World Forum and to give an impulse for Research, Development and Applications of 5G. The talk will take place on Monday, 30th September 2019, 11:10-11:35 at the International Congress Center...



A new ITU standard has established a basis for the cost-effective integration of Machine Learning into 5G and future networks. The standard – ITU Y.3172 –  describes an architectural framework for networks to accommodate current as well as future use cases of Machine Learning. “Machine...



November 05, 2019Fraunhofer HHI, Berlin, Germany Are you ready to be a part of the change of tomorrow’s intelligent communication? AI and Machine Learning are disrupting whole industries and are expanding their impact on the telecommunications sector as well. AI in the physical and network...



The International Telecommunication Union (ITU) is organizing the ITU Workshop on Machine Learning for 5G and Beyond which will take place on 5 November 2019 at Fraunhofer HHI, Einsteinufer 37,10587 in  Berlin, Germany. The workshop will be kindly hosted by Fraunhofer...



Dr. Renato Cavalcante and Prof. Dr.-Ing. habil. Slawomir Stanczak will be giving a tutorial on Robust Online Machine Learning in 5G Radio Access Networks. Time and Venue: 27. August 2019       IT105 Location: University of Oulu Linnanmaa Campus (Oulu, Finland) Title: Robust...



We are pleased to announce that Prof. Dr. Slawomir Stanczak will have a Technical Program Committee Chair for IEEE ICC'20 - WC Symposium (2020 IEEE International Conference on Communications (ICC): Wireless Communications Symposium), which will be held in Dublin, Ireland. More detaills about the...



The Chair of Network Information Theory received another donation of 50,000 euros from Nokia Bell Labs. We will use this money for basic research at the chair. This is not earmarked funding from Nokia Bell Labs, but we are keen to intensify our cooperation. We would like to thank Nokia Bell Labs...



It is our pleasure to inform you that the paper 'Distributed Approximation of Functions over Fast Fading Channels with Applications to Distributed Learning and the Max-Consensus Problem' has been accepted and has been assigned to the session 'Statistical Signal Processing' for presentation at the...



The paper entitled "Online Learning Framework for V2V Link Quality Prediction" has been accepted for presentation at the IEEE GLOBECOM 2019, December 9 – 13, in Waikoloa, Hawaii, USA and for publication in its proceedings. The authors of the paper are Ramya Panthangi Manjunath, Mate...



We are pleased to announce that Prof. Dr. Slawomir Stanczak will have a Technical Program Committee Chair for the Workshop on Smart Antennas 2020, which will take place in Hamburg, Germany. More detaills about the WSA 2020 will be announced on the following website: https://www.wsa2019.eu/ The...



This year Prof. Dr. Slawomir Stanczak will co-organize the workshop (WS-18) named "Machine Learning for Wireless Communications" which is part of the IEEE Global Communications Conference 2019. Please click on the link below for the scope of the workshop:...



We are happy to announce that the paper with the title "A Scalable Max-Consensus Protocol For Noisy Ultra-Dense Networks" has been accepted for presentation on the IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2019. The venue will take place...



The paper with the title "Tensor Completion for Radio Map Reconstruction using Low Rank and Smoothness" has been accepted for presentation on the IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2019. The venue will take place in Cannes, France...



The paper with the title "Learning radio maps for physical-layer security in the radio access" has been accepted for presentation on the IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2019. The venue will take place in Cannes, France from July...



On 14 and 15 May 2019, the Federal Ministry of Economics and Energy (BMWi) will host the "Digital Technologies Days" in Berlin.The BMWi currently supports the development of digital cutting-edge technologies in and for Germany and the European Economic Area with around 75 million euros...



Prof. Dr.-Ing. Slawomir Stanczak is invited to attend the Industry Panel on AI/ ML in 5G PHY and Low MAC at the 53rd IEEE International Conference on Communications (ICC) 2019. Tuesday, 21 May, 09:00-10:30 IP01: AI/ML in 5G PHY and Low MAC Room: Yellow River Hall, 3rd Floor Organizer: Peiying...



We are glad to announce that Prof. Dr.-Ing. Slawomir Stanczak is invited to give a talk at the European Conference on Networks and Communications (EuCNC) 2019. The talk will be part of the Workshop 7: Artificial Intelligence for 5G Networks which takes place on Thursday, 20 June 2019, 14:00-17:30...



Prof. Dr.-Ing. Slawomir Stanczak is invited to attend the Panel on B5G and AI at the European Conference on Networks and Communications (EuCNC) 2019 and to share his expertise on 5G and AI. The date of the Panel will be Friday, 21 June 2019. Link to the Panels: https://www.eucnc.eu/panels/ ...



We are happy to announce that the paper with the title "Human Activity Classification with Frequency Moudulated Continous Wave Radar Using Deep Convolutional neural Networks" has been accepted to the International Radar Conference 2019. The authors of the paper are R. Hernangómez...



The manuscript "Connections between spectral properties of asymptotic mappings and solutions to wireless network problems" has been accepted for publication as a regular paper in the IEEE Transcations on Signal Processing. The manuscript will be available on IEEE Xplore. Authors: R. L.G....



As part of the IEEE GLOBECOM 2020 symposium chair nomination and selection process, Prof. Dr.-Ing. Slawomir Stanczak has been selected to serve as the chair of SAC: Machine Learning for Communications. Prof. Dr.-Ing. Stanczak has gladly confirmed the acceptance of this invitation. The IEEE...



Prof. Dr.-Ing. Stanczak is invited to give a talk on Machine Learning/ Artificial Intelligence in 5G Radio Access Networks at the Technology Workshop which is organized by ETSI ENI (Experiential Networked Intelligence). The Workshop will address Machine Learning and Artificial Intelligence in 5G...



Prof. Dr.-Ing. Stanczak is invited to give a talk on "Machine Learning for 5G and Beyond: Challenges, Opportunities and Promising Approaches" at the Workshop organized by Robert Bosch GmbH in Renningen, Germany. The Robert Bosch GmbH Workshop will take place on March 21, 2019 in...



Prof. Dr.-Ing. Stanczak is invited to give a talk on "Machine Learning-Aware Communication Networks: A driver for Relevant Ecosystems" at the ITU Workshop on AI Enables Intelligent 5G Network. The Workshop will take place in Shenzen, China on the 6th March 2019. For further...



We are glad to announce that the German Research Foundation (DFG) authorized another project for the Institute of Telecommunications for a duration of three years. The new project focuses on the conceptual realization of Full-Duplex transceivers within the milimeter wave band for applications...



The Machine Learning for Communications ETI Scope The aim of this Emerging Technology Initiative (ETI) is to foster research and innovation surrounding the use of machine learning (ML) for the physical (PHY) and medium access control (MAC) layers for all types of communication systems, such as...



Prof. Salwomir Stanczak was invited to give a session on "Machine Learning enabled 5G Wireless Networks: GPU Convex Feasibility Solvers" at the GTC Europe which took place on 9-11 October 2018 in Munich. As part of the GTC Europe the researchers Georg Hieronimus, Steffen Limmer and Prof....



Prof. Dr.-Ing. Slawomir Stanczak was very happy to give a talk on 5G research perspectives at the Future Industrial Communication Conference which took place in September in Berlin. Pictures of the event can be found here.  Organized by the Information Platform for 5G Industrial Internet,...



The manuscript 'A Neural Architecture for Bayesian Compressive Sensing over the Simplex via Laplace Techniques' has been accepted for publication as a regular paper in the IEEE Transactions on Signal Processing. The Authors of the manuscript are Steffen Limmer and Prof. Dr.-Ing. Slawomir...



Title: Machine Learning in 5G Radio Access Networks Abstract: Wireless communications poses some fundamental challenges to machine learning (ML). Due to high mobility, wireless links exhibit ephemeral and  highly dynamic nature; moreover, the links are corrupted by noise and are in...



The manuscript entitled "Compressive Rate Estimation with Applications to Device-to-Device Communications" is accepted in its current form for publication in the IEEE Transactions on Wireless Communications. Abstract: We develop a framework that we call compressive rate estimation. We...



NVIDIA’s GPU Technology Conference (GTC) Europe is part of the largest global series of events focused on artificial intelligence and its applications across many important fields. Choose from over a hundred sessions at GTC Europe 2018 where rising AI startups, innovative researchers, and leading...



Organized by the Information Platform for 5G Industrial Internet, “Future Industrial Communication” is an annual cutting-edge forum for discussions on 5G technologies, including its application in industry. Join us in Berlin from September 11-13 for this exciting event! Program: 11.09.2018 5G...



The paper 'Error Bounds for FDD Massive MIMO Channel Covariance Conversion with Set-Theoretic Methods' has been accpeted for presentation at the IEEE Globecom2018 WC and for publication in its proceedings. IEEE Globecom2018 WC received 2700 submissions and only high-quality papers with an...



The Chair of Network Information Theory received a donation of 50,000 euros from Nokia Bell Labs. We will use this money for basic research at the chair. This is not earmarked funding from Nokia Bell Labs, but we are keen to intensify our cooperation. We would like to thank Nokia Bell Labs for...



The DFG (German Research Foundation) announced that the funding of the project "Joint design of compressed sensing and network coding for wireless meshed networks - Phase 2" will be extended until the 31st December 2020. The project has been funded since 2015 by the DFG. Abstract: Based...



The paper 'Exploiting the Superposition Property of Wireless Communication for Max-Consensus Problems in Multi-Agent Systems' which was submitted for inclusion in the program of the 7th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys 2018) has been accepted for...



The paper 'Distributed Machine Learning in the Context of Function Computation over Wireless Networks' has been selected for presentation at the 52nd Asilomar Conference on Signals, Systems and Computers, which will be held from October 28, 2018 - October 31, 2018 at the Asilomar Conference...



The paper 'Low-complexity distributed set-theoretic decoders for analog fountain codes' has been selected for presentation at the 52nd Asilomar Conference on Signals, Systems and Computers, which will be held from October 28, 2018 - October 31, 2018 at the Asilomar Conference Grounds, Pacific...



The paper 'Scalable massive random access in C-RAN with fronthaul limitations' submitted to the 15th International Symposium on Wireless Communication Systems (ISWCS) 2018 - SS6 has been accepted for publication and presentation. The ISWCS 2018 will take place in Lisbon, Portugal from 28-31 August...



The paper 'Extrapolated Projection methods for PAPR Reduction' has been ACCEPTED for presentation and publication in the proceedings at 26th European Signal Processing Conference (EUSIPCO 2018) in Rome, Italy, September 3-7. Authors: Jochen Fink, Renato L.G. Cavalcante, Peter Jung, Slawomir...



The Manuscript 'Towards Massive Connectivity Support for Scalable mMTC Communications in 5G networks' has been ACCEPTED for publication in the IEEE Access. Abstract: The fifth generation of cellular communication systems is foreseen to enable a multitude of new applications and use cases with...



Matthias Frey, PhD student of the Network Information Theory Group, will be giving a talk on "The MAC Resolvability Region, Semantic Security and Its Operational Implications" at the 31. Plenary of the ITG-Group in Berlin. Event: 31. Plenary of the ITG-Group for "Applied...



Prof. Dr.-Ing. habil. Slawomir Stanczak will attend the second meeting of Focus Group on Machine Learning for Future Networks including 5G and the workshop on "Impact of AI on ICT Infrastructures" which will be held in Xi'an, China on 25 April 2018. Date and time: the second meeting of...



The paper 'FDD massive MIMO channel spatial covariance conversion using projection methods' has been ACCEPTED for presentation at the symposium and for publication in the proceedings at IEEE International Conference on Acoustics, Speech and Signal Processing 2018 in Calgary, Alberta, Canada, April...



The paper 'A robust machine learning method for cell-load approximation in wireless networks' has been ACCEPTED for presentation at the symposium and for publication in the proceedings at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018 in Calgary, Alberta,...



The paper 'Detection for 5G-NOMA: An online adaptive machine learning approach' has been ACCEPTED for presentation at the symposium and for publication in the proceedings at IEEE International Conference on Communications in Kansas City, MO, USA. Authors: Daniyal A. Awan and Renato L.G....



The paper 'Resolvability on Continuous Alphabets' has been ACCEPTED for presentation at the Symposium and for publication in the proceedings at IEEE International Symposium on Information Theory (ISIT) 2018 in Vail, Colorado, USA. Authors: Matthias Frey and Igor Bjelakovic and Slawomir Stanczak...



Prof. Dr.-Ing. habil. Slawomir Stanczak will be giving a talk on Artificial Intelligence and Machine Learning for 5G at World Summit on the Information Society Forum (WSIS) in Geneva. Event: WSIS Forum - Leveraging ICTs to Build Information and Knowledge Societies for Achieving the Sustainable...



Prof. Dr.-Ing. habil. Slawomir Stanczak attended the workshop on "Machine Learning for 5G and beyond" to discuss requirements, expectations, challenges, research gaps and standardization needs for machine learning for 5G networks. Date and time: 29. January 2018 Location: ITU...



Dr. Renato Cavalcante and Prof. Dr.-Ing. habil. Slawomir Stanczak will be giving a tutorial on Machine Learning in 5G Radio Access Networks Date and time: 9. November 2017 Location: Fraunhofer FOKUS, Kaiserin-Augusta-Allee 31, 10589 Berlin Title: Machine Learning in 5G Radio Access...



Prof. Dr.-Ing. habil. Slawomir Stanczak will be giving a talk at the NSF Workshop on low-latency wireless random-access. Date and time: 2.-3. November 2017 Location: Massachusetts Institute of Technology (MIT), Grier Room, 34-401 (A & B), 50 Vassar Street, Cambridge, MA, 02139 Title:...



Prof. Dr.-Ing. habil. Slawomir Stanczak will be giving a talk at "Nokia Lectures: Maschinen entscheiden – Fortschritte beim maschinellen Lernen" Date: 24. Oktober 2017 Location: Universität Stuttgart, Campus Vaihingen Title of the Talk: Machine Learning and Mobile Communications: A...



The paper `MAC Resolvability: First And Second Order Results' has been ACCEPTED to the 4th Workshop on Physical-Layer Methods for Wireless Security to be held at IEEE CNS 2017 in Las Vegas, NV.



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Abstract:  Interference management is a key challenge for both cellular and device-to-device (D2D) communication networks, in which multiple transmitter and receiver pairs may arbitrarily interfere with each other with full frequency reuse. In this talk, we introduce a distributed spectrum...



Michael Peter successfully defended his PhD thesis 'Measurement, Characterization and Modeling of Millimeter-Wave Channels: From 60 GHz to 5G' on July 18, 2017. Reviewers have been Prof. Dr.-Ing. Stanczak (TU Berlin), Prof. Dr.-Ing. Kürner (Technische Universität Braunschweig) and Prof. Salous,...



Wissenschaftliche Aussprache von   Herrn Dipl.-Ing. Michael Peter Dienstag, 18. Juli 2017 um 14:00 Uhr Im Sitzungsraum der Fakultät IV Raum MAR 6.004 – Marchstraße 23 in 10587...



Paper ID: 1366 Title: 'The role of asymptotic functions in network optimization and feasibility studies' Submitted to 2017 IEEE GlobalSIP Symposium on Distributed Optimization and Resource Management over Networks The 2017 IEEE GlobalSIP Symposium on Distributed Optimization and Resource Management...



Prof. Dr.-Ing. habil. Slawomir Stanczak will be giving an IEEE Technical Seminar for the IEEE joint VT/COM/IT Sweden Chapter Board. The slides can be found here. Date and time: 2017-JUNE-02 14.30 Location: Address: Isafjordsgatan 14E, 164 80 Stockholm (Kista) – Ericsson Building...



Prof. Dr.-Ing. habil. Slawomir Stanczak will be giving a Keynote Talk at 18. ITG-Fachtagung„Photonische Netze“. Date and time: 11. May 2017, 10:40 Location: 18. ITG-Fachtagung „Photonische Netze“, Leipzig Title: 5G Research: Objectives, Challenges and Current Trends Link:...



Qi Liao successfully defended her PhD thesis 'Statistical Learning, Anomaly Detection, and Optimization in Self-Organizing Networks' on November 21, 2016. Reviewers have been Prof. Dr.-Ing. Stanczak (TU Berlin), Prof. Yu, Ph.D. (University of Toronto, Kanada), Prof. Dr.-Ing. Kürner (TU...



Kim Mahler successfully defended his PhD thesis 'Wideband Propagation Channel in Vehicular Communication Scenarios' on October 10, 2016. Reviewers have been Prof. Caire, Ph.D. (TU Berlin), Prof. Dr. Oestges (Ecole Polytechnique de Louvain, Belgien), Prof. Dr. Tufvesson (Lund University, Schweden)...



Richard Weiler successfully defended his PhD thesis 'Channel Investigation of Outdoor Millimeter-Wave Access Links' on September 26, 2016. Reviewers have been Prof. Dr.-Ing. Stanczak (TU Berlin), Prof. Dr. Maltsev (Labochevsky State University of Nizhny Novgorod, Russland) and Prof. Dr. Ando (Tokyo...



Jafar Mohammadi successfully defended his PhD thesis 'Security by Similarity: Information-theoretic Secrecy and Decentralized Anomaly Detection for Wireless Networks' on August 12, 2016. Reviewers have been Prof. Dr.-Ing. Stanczak (TU Berlin), Prof. Kiyavash, Ph.D. (University of Illinois, USA) and...



Mario Goldenbaum received the Vodafone Förderpreis 2016 for his work on efficient data transmission over the wireless channel. From 2010 to 2015, he was a Research and Teaching Assistant at the Fachgebiet für Informationstheorie und theoretische Informationstechnik and later at the Fachgebiet for...



Zhe Ren successfully defended his PhD thesis 'Energy Savings in 5G Automotive Nomadic Relaying Networks' on April 1, 2016. Reviewers have been Prof. Dr.-Ing. Stanczak (TU Berlin), Prof. Dr. Popovski (University of Aalbord, Denmark) and PD Dr.-Ing Wunder. The evaluation committee was chaired by...



Martin Kasparick successfully defended his PhD thesis 'Towards Self-Organizing Wireless Networks: Adaptive Learning, Resource Allocation, and Network Control' on December 21, 2015. Reviewers have been Prof. Dr.-Ing. Stanczak (TU Berlin), Prof. Dr. Mathar (RWTH Aachen) and PD Dr.-Ing. Wunder. The...


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