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VDL talk on “AI Based Zero Energy Communication in 6G”
September 21 @ 5:00 pm - 6:30 pm
Austin ComSoc/SP/CtSoc and Computer/EMBS joint chapters would like to invite you to attend a special VDL talk on “AI Based Zero Energy Communication in 6G” Speaker: Prof. Sinem Coleri, Koc University (Turkey) Abstract —————- Supporting low- or zero-energy machine type devices through the incorporation of energy harvesting technologies in 6G is expected to reduce frequent battery replacements as well as sustaining the operation of battery-less devices. The nodes can harvest energy from natural sources, such as sun, vibration and pressure; inductive and magnetic coupling; and radio frequency (RF) based wireless energy transfer. The complexity of the integration of energy harvesting into communication system design is increasing with the wide variety of the requirements of massive machine type communication scenarios in terms of reliability, delay and throughput. This high complexity can only be handled by the usage of AI techniques to continuously monitor the system knowledge and update the optimal communication and energy harvesting parameters accordingly. In this talk, novel optimal resource allocation algorithms are presented for low- or zero-energy machine type devices based on the usage of AI techniques. The wireless communication network and energy harvesting parameters are mapped to the optimal resource allocation by using deep neural networks. Bio —— Sinem 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 ((https://scholar.google.com/citations?user=XhV0a1UAAAAJ&hl=en)). 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 Vehicular Technology since 2016 and Senior Editor of IEEE Access since 2022. She is an IEEE Fellow. Zoom info will be issued to all that registered. For any additional information, please send an email to F. Behmann at [email protected] Virtual: https://events.vtools.ieee.org/m/321886