Tugba Erpek - Dept . of Electrical and Comp . Eng .;Shared Spectrum Company;Dept . of Electrical and Comp . Eng ., Shared Spectrum Company

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个人简介

Tugba Erpek is a Research Associate Professor at the Intelligent Systems Division of the Virginia Tech National Security Institute. She received her Ph.D. degree in Electrical and Computer Engineering from Virginia Tech. Prior to Virginia Tech, she was a Lead Scientist and Network Communications Technical Area Lead at the Intelligent Automation, Inc. and a Senior Communications Systems Engineer at the Shared Spectrum Company. Her research interests are in wireless communications, networks, security, machine learning, 5G and beyond.

研究兴趣

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Will 6G Be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing

Yalin E. Sagduyu,Tugba Erpek,Aylin Yener,Sennur Ulukus

IEEE Network（2024）

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Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access

Yalin E. Sagduyu,Tugba Erpek,Aylin Yener,Sennur Ulukus

2024 IEEE INTERNATIONAL SYMPOSIUM ON DYNAMIC SPECTRUM ACCESS NETWORKS, DYSPAN 2024pp.57-62, (2024)

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Multi-Receiver Task-Oriented Communications Via Multi-Task Deep Learning

Yalin E. Sagduyu,Tugba Erpek,Aylin Yener,Sennur Ulukus

2023 IEEE FUTURE NETWORKS WORLD FORUM, FNWF (2024)

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Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation

Kemal Davaslioglu, Sastry Kompella,Tugba Erpek, Yalin E. Sagduyu

MILCOM 2024 - 2024 IEEE Military Communications Conference (MILCOM)pp.740-745, (2024)

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I-SCOUT: Integrated Sensing and Communications to Uncover Moving Targets in NextG Networks

Utku Demir,Kemal Davaslioglu, Yalin E. Sagduyu,Tugba Erpek, Gustave Anderson, Sastry Kompella

MILCOM 2024 - 2024 IEEE Military Communications Conference (MILCOM)pp.1-6, (2024)

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Multi-Hop UE to UE Relays for MANET / Mesh Leveraging 5G NR Sidelink

D. J. Shyy, Cuong Luu, John D. Xu, Lingjia Liu,Tugba Erpek, David Gabay, David Bate

SEC '23: Proceedings of the Eighth ACM/IEEE Symposium on Edge Computingpp.341-346, (2024)

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Lessons Learned in Designing a Cyber Reinforcement Learning Competition

Tyler Cody, Emma Meno, David Jones,Tugba Erpek,Peter A. Beling

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MULTI-DOMAIN OPERATIONS APPLICATIONS VI (2024)

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Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G Mm Wave Networks

Tarun S. Cousik,Vijay K. Shah,Tugba Erpek,Yalin E. Sagduyu,Jeffrey H. Reed

IEEE transactions on network science and engineering（2024）

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Joint Sensing and Semantic Communications with Multi-Task Deep Learning

Yalin E. Sagduyu,Tugba Erpek,Aylin Yener,Sennur Ulukus

IEEE Communications Magazineno. 9 (2024): 74-81

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Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning

Yalin E. Sagduyu,Tugba Erpek,Aylin Yener,Sennur Ulukus

Proceedings of the 30th Annual International Conference on Mobile Computing and Networkingpp.2365-2370, (2024)

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