VDL by Sinem Coleri: "AI based Machine-to-Machine Communications in 6G"
This is a Virtual DL by Sinem Coleri
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Sinem Coleri of Koc University
AI based Machine-to-Machine Communications in 6G
6G wireless solutions need to meet the anticipated demands of Machine-to-Machine (M2M) communications with the total number of devices expected to be about 26 billion in 2026 according to Ericsson Mobility Report. The wide variety of the requirements of massive M2M scenarios in terms of energy, reliability, delay and throughput, and the inclusion of a new spectrum of control applications, such as extended reality, remote surgery, autonomous vehicle platoons, increase the complexity of M2M system design significantly. This high complexity can only be handled by developing artificial intelligence (AI) based communication techniques, technologies and architectures while addressing the semantics of the control systems. In this talk, I will introduce extreme value theory-based channel modeling and communication techniques detecting rare events in ultra-reliable communication together with federated learning techniques for channel estimation.
Biography:
inem Coleri is Professor in the department of Electrical and Electronics Engineering at Koc University. She is also the founding director of Wireless Networks Laboratory (WNL). Her research interests are in wireless communications and networking with applications in machine-to-machine communication, sensor networks and intelligent transportation systems.
Sinem Coleri received the BS degree in electrical and electronics engineering from Bilkent University in 2000, the M.S. and Ph.D. degrees in electrical engineering and computer sciences from University of California Berkeley in 2002 and 2005. She worked as a research scientist in Wireless Sensor Networks Berkeley Lab under sponsorship of Pirelli and Telecom Italia from 2006 to 2009. Since September 2009, she has been a faculty member in the department of Electrical and Electronics Engineering at Koc University.
Dr. Coleri has more than 180 peer-reviewed publications with citations over 8900 (Google scholar profile). She has received numerous awards and recognitions, including TUBITAK (The Scientific and Technological Research Council of Turkey) Incentive Award and IEEE Vehicular Technology Society 2020 Neal Shepherd Memorial Best Propagation Paper Award in 2020, College of Engineering Outstanding Faculty Award at Koc University and IEEE Communications Letters Exemplary Editor Award as Area Editor in 2019, Turkish Academy of Sciences Distinguished Young Scientist (TUBA-GEBIP) in 2015.
Dr. Coleri has been Area Editor of IEEE Communications Letters and IEEE Open Journal of the Communications Society since 2019, Editor of IEEE Transactions on Communications since 2017 and Editor of IEEE Transactions on Vehicular Technology since 2016. She is an IEEE Fellow.
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