Berk Canberk
berk canberk

Prof Berk Canberk

Professor

Biography

Dr. Berk Canberk is a Professor in the School of Computing, Engineering and The Built Environment. He received his PhD in Computer Science from Istanbul Technical University (ITU) Turkey in 2011, his MSc in Telecommunications Engineering from the Chalmers University of Technology Sweden in 2005, and his BSc in Electrical Engineering from ITU in 2003. He has been a Post-Doctoral researcher at Georgia Institute of Technology USA between 2011-2013. He’s been an Adjunct Professor within the Department of Electrical and Computer Engineering at Northeastern University USA since 2017, and Professor within the Department of Artificial Intelligence and Data Engineering at Istanbul Technical University since 2021. His research areas are AI-enabled Digital Twins, IoT Communication, and Smart Wireless Networks. In his research group named Broadband Communication and Network Automation Research Group (BCRG) in ITU, he leads the research activities in these highly interdisciplinary fields, supervising 8 PhD and 4 MSc students. So far, he has supervised 15 MSc students; and 4 PhD students who are now all tenure-track professors. He has published 52 journal papers (35 in Q1 quartile, 6 in Q2 quartile, and 11 are Q3+Q4 quartiles), 51 conference papers, 2 books, 4 book chapters, and 2 approved US patents. He is an IEEE Senior Member, and he acts as an Associate Editor for IEEE Transactions on Vehicular Technology (Q1), Elsevier Computer Networks Journal (Q1), and Elsevier Communication Networks Journal (Q1). He’s actively involved in several prestigious conferences as TPC chair and member, including IEEE INFOCOM, IEEE ICC, and IEEE GLOBECOM, and in organizing committees of many other conferences.

Events

Esteem

Editorial Activity

  • Area Editor in ELSEVIER Computer Communications (2016-Present)
  • Area Editor in ELSEVIER Computer Networks (2014-Present)
  • Area Editor in IEEE Transactions on Vehicular Technology (2013-Present)

 

Date


17 results

Beam Alignment for IEEE 802.11be Powered by Task Oriented Indoor UWB Localization

Presentation / Conference Contribution
Karakaya, S. S., Sarı, T., Ak, E., Canberk, B., & Seçinti, G. (2024, September)
Beam Alignment for IEEE 802.11be Powered by Task Oriented Indoor UWB Localization. Presented at 2024 IEEE 35th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Valencia, Spain
Coordinated beamforming is one of the crucial improvements for WiFi7. However, to provide sufficient Quality of Service, the corresponding beams have to be aligned accurately....

Q-CSM: Q-Learning-based Cognitive Service Management in Heterogeneous IoT Networks

Presentation / Conference Contribution
Duran, K., Ozdem, M., Gursu, K., & Canberk, B. (2024, November)
Q-CSM: Q-Learning-based Cognitive Service Management in Heterogeneous IoT Networks. Presented at 2024 IEEE 10th World Forum on Internet of Things (WFIoT2024), Ottawa, Canada
The dramatic increase in the number of smart services and their diversity poses a significant challenge in Internet of Things (IoT) networks: heterogeneity. This causes signif...

Distributed TDMA Scheduling for Autonomous Aerial Swarms: A Self-Organizing Approach

Journal Article
Aydin, E. E., Akcasoy, A., Cakir, F., Cansiz, B. S., Secinti, G., & Canberk, B. (2024)
Distributed TDMA Scheduling for Autonomous Aerial Swarms: A Self-Organizing Approach. IEEE Access, 12, 45631-45643. https://doi.org/10.1109/access.2024.3381859
Self-organization is a key strategy for improving the performance of an aerial swarm ad hoc network. The proliferation of low-cost VTOL drones has broadened the application do...

Digital- Twin Enabled Dairy Farming for Greenhouse Gas Emission Tracking

Presentation / Conference Contribution
Ak, E., Huseynov, K., Canberk, B., Fahim, M., Dobre, O. A., & Duong, T. Q. (2023, December)
Digital- Twin Enabled Dairy Farming for Greenhouse Gas Emission Tracking. Presented at 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS), Letterkenny, Ireland
The dairy farming industry plays a pivotal role in the agricultural sector. However, its environmental footprint, especially methane and nitrous oxide emissions, has raised co...

Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?

Presentation / Conference Contribution
Al-Shareeda, S., Oktug, S. F., Yaslan, Y., Yurdakul, G., & Canberk, B. (2024, January)
Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?. Presented at 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA
This paper investigates the potential of Digital Twins (DTs) to enhance network performance in densely populated urban areas, specifically focusing on vehicular networks. The ...

Digital Twin-Empowered Smart Attack Detection System for 6G Edge of Things Networks

Conference Proceeding
Yigit, Y., Chrysoulas, C., Yurdakul, G., Maglaras, L., & Canberk, B. (2023)
Digital Twin-Empowered Smart Attack Detection System for 6G Edge of Things Networks. In 2023 IEEE Globecom Workshops (GC Wkshps). https://doi.org/10.1109/GCWkshps58843.2023.10465218
As global Internet of Things (IoT) devices connectivity surges, a significant portion gravitates towards the Edge of Things (EoT) network. This shift prompts businesses to dep...

Machine Learning for Smart Healthcare Management Using IoT

Book Chapter
Yigit, Y., Duran, K., Moradpoor, N., Maglaras, L., Van Huynh, N., & Canberk, B. (in press)
Machine Learning for Smart Healthcare Management Using IoT. In IoT and ML for Information Management: A Smart Healthcare Perspective. Springer
The convergence of Machine Learning (ML) and the Internet of Things (IoT) has brought about a paradigm shift in healthcare, ushering in a new era of intelligent healthcare man...

6G-Enabled DTaaS (Digital Twin as a Service) for Decarbonized Cities

Presentation / Conference Contribution
Duran, K., Ak, E., Yurdakul, G., & Canberk, B. (2023, May)
6G-Enabled DTaaS (Digital Twin as a Service) for Decarbonized Cities. Presented at 2023 IEEE International Conference on Communications Workshops (ICC Workshops), Rome, Italy
With the excessive rise in the environmental pollution in cities, governments have begun to make global agreements to reach zero carbon emission levels. Though collecting data...

Digital Twin-Empowered Resource Allocation for 6G-Enabled Massive IoT

Presentation / Conference Contribution
Bozkaya, E., Canberk, B., & Schmidt, S. (2023, May)
Digital Twin-Empowered Resource Allocation for 6G-Enabled Massive IoT. Presented at 2023 IEEE International Conference on Communications Workshops (ICC Workshops), Rome, Italy
6G technology is expected to lead to an unpredictable increase of Internet of Things (IoT) devices. The need for maintaining continuous connectivity of these devices has in tu...

Digital Twin Enriched Green Topology Discovery for Next Generation Core Networks

Journal Article
Duran, K., & Canberk, B. (2023)
Digital Twin Enriched Green Topology Discovery for Next Generation Core Networks. IEEE Transactions on Green Communications and Networking, 7(4), 1946 - 1956. https://doi.org/10.1109/tgcn.2023.3282326
Topology discovery is the key function of core network management since it utilizes the perception of data and mapping network devices. Nevertheless, it holds operational and ...

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