CNS Core: Small: Robust and Decentralized Mobility and Connectivity Management in UAV-Enabled Aerial Wireless Networks
M. Cenk Gursoy (Principal Investigator) and Senem Velipasalar (Co-Principal Investigator)
Our primary objective in this project is to design and analyze robust, intelligent,
and decentralized decision-making policies in UAV-enabled wireless networks. In particular, we have the following three major thrust areas:
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Decentralized Mobility and Connectivity Management in UAV-Enabled Wireless Networks
- Decentralized Resource Allocation in UAV-Enabled Wireless Networks
- Robustness and Attack Resilience in UAV-Enabled Wireless Networks
Publications
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Z. Lu, X. Wang and M. C. Gursoy, "Trajectory Design for Unmanned Aerial Vehicles via Meta-Reinforcement Learning," IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Hoboken, NJ, USA, 2023, pp. 1-6, doi: 10.1109/INFOCOMWKSHPS57453.2023.10226090.
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Y. Shi, Y. E. Sagduyu, T. Erpek and M. C. Gursoy, "Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning," 2022 IEEE Future Networks World Forum (FNWF), Montreal, QC, Canada, 2022, pp. 397-402, doi: 10.1109/FNWF55208.2022.00076.
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Y. Shi, Y. E. Sagduyu, T. Erpek and M. C. Gursoy, "How to Attack and Defend NextG Radio Access Network Slicing With Reinforcement Learning," in IEEE Open Journal of Vehicular Technology, vol. 4, pp. 181-192, 2023, doi: 10.1109/OJVT.2022.3229229.
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F. Wang, M. C. Gursoy and S. Velipasalar, "Sensitivity of Dynamic Network Slicing to Deep Reinforcement Learning Based Jamming Attacks," Proc. of the 2023 IEEE 34th Annual Inter- national Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).
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X. Wang and M. C. Gursoy, "Resilient Path Planning for UAVs in Data Collection Under Adversarial Attacks," in IEEE Transactions on Information Forensics and Security, vol. 18, pp. 2766-2779, 2023, doi: 10.1109/TIFS.2023.3266699.
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Y. Yang and M. C. Gursoy, "Reliability-Oriented Designs in UAV-assisted NOMA Transmission with Finite Blocklength Codes and Content Caching," 2023 32nd International Conference on Computer Communications and Networks (ICCCN), Honolulu, HI, USA, 2023, pp. 1-8, doi: 10.1109/ICCCN58024.2023.10230161.
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R. Zuo, Z. Wang, C. E. Caicedo Bastidas, M. Cenk Gursoy, A. Solomon and Q. Qiu, "A Predictive Control Framework for UAS Trajectory Planning Considering 4G/5G Communication Link Quality," 2023 Integrated Communication, Navigation and Surveillance Conference (ICNS), Herndon, VA, USA, 2023, pp. 1-10, doi: 10.1109/ICNS58246.2023.10124315.