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Qianqian Zhang
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Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications
Q Zhang, M Mozaffari, W Saad, M Bennis, M Debbah
2018 IEEE Global Communications Conference (GLOBECOM), 1-6, 2018
822018
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors
Q Zhang, W Saad, M Bennis
2019 IEEE Global Communications Conference (GlobeCom), 2019
782019
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory
Q Zhang, W Saad, M Bennis, X Lu, M Debbah, W Zuo
IEEE Transactions on Wireless Communications 20 (1), 637-652, 2021
512021
Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning
Q Zhang, W Saad, M Bennis
IEEE Transactions on Wireless Communications 21 (3), 1836-1850, 2022
232022
Quantum game theory for beam alignment in millimeter wave device-to-device communications
Q Zhang, W Saad, M Bennis, M Debbah
2016 IEEE global communications conference (GLOBECOM), 1-6, 2016
102016
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks
Q Zhang, A Ferdowsi, W Saad, B Mehdi
IEEE Transactions on Wireless Communications 21 (3), 1438-1452, 2022
72022
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV
Q Zhang, W Saad, M Bennis
2020 IEEE Global Communications Conference, 2020
72020
An Open Source Modeling Framework for Interdependent Energy-Transportation-Communication Infrastructure in Smart and Connected Communities
X Lu, K Hinkelman, Y Fu, J Wang, W Zuo, Q Zhang, W Saad
IEEE Access, 2019
72019
Distributed Generative Adversarial Networks for mmWave Channel Modeling in Wireless UAV Networks
Q Zhang, A Ferdowsi, W Saad
IEEE International Conference on Communications (ICC), 2021
42021
Network formation game for multi-hop wearable communications over millimeter wave frequencies
Q Zhang, W Saad, M Bennis, M Debbah
2017 IEEE Global Communications Conference (GLOBECOM), 1-6, 2017
42017
Semi-Supervised Learning for Channel Charting-Aided IoT Localization in Millimeter Wave Networks
Q Zhang, W Saad
2021 IEEE Global Communications Conference, arXiv:2108.08241, 2021
2021
Machine Learning for Millimeter Wave Wireless Systems: Network Design and Optimization
Q Zhang
Virginia Tech, 2021
2021
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