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Mingzhe Chen
Mingzhe Chen
Assistant Professor, Electrical and Computer Engineering Department, University of Miami
Verifierad e-postadress på miami.edu - Startsida
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A vision of 6G wireless systems: Applications, trends, technologies, and open research problems
W Saad, M Bennis, M Chen
IEEE Network, 2020
43062020
A joint learning and communications framework for federated learning over wireless networks
M Chen, Z Yang, W Saad, C Yin, HV Poor, S Cui
IEEE transactions on wireless communications 20 (1), 269-283, 2020
14252020
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
M Chen, U Challita, W Saad, C Yin, M Debbah
IEEE Communications Surveys & Tutorials, 2019
1413*2019
Energy efficient federated learning over wireless communication networks
Z Yang, M Chen, W Saad, CS Hong, M Shikh-Bahaei
IEEE Transactions on Wireless Communications 20 (3), 1935-1949, 2020
10072020
Caching in the sky: Proactive deployment of cache-enabled unmanned aerial vehicles for optimized quality-of-experience
M Chen, M Mozaffari, W Saad, C Yin, M Debbah, CS Hong
IEEE Journal on Selected Areas in Communications 35 (5), 1046-1061, 2017
8162017
Distributed learning in wireless networks: Recent progress and future challenges
M Chen, D Gündüz, K Huang, W Saad, M Bennis, AV Feljan, HV Poor
IEEE Journal on Selected Areas in Communications 39 (12), 3579-3605, 2021
5032021
Convergence time optimization for federated learning over wireless networks
M Chen, HV Poor, W Saad, S Cui
IEEE Transactions on Wireless Communications 20 (4), 2457-2471, 2020
3782020
Communication-efficient federated learning
M Chen, N Shlezinger, HV Poor, YC Eldar, S Cui
Proceedings of the National Academy of Sciences 118 (17), e2024789118, 2021
3442021
Federated learning for 6G: Applications, challenges, and opportunities
Z Yang, M Chen, KK Wong, HV Poor, S Cui
Engineering 8, 33-41, 2022
3182022
Energy-efficient wireless communications with distributed reconfigurable intelligent surfaces
Z Yang, M Chen, W Saad, W Xu, M Shikh-Bahaei, HV Poor, S Cui
IEEE Transactions on Wireless Communications 21 (1), 665-679, 2021
3052021
Virtual reality over wireless networks: Quality-of-service model and learning-based resource management
M Chen, W Saad, C Yin
IEEE Transactions on Communications 66 (11), 5621-5635, 2018
2802018
UVeQFed: Universal vector quantization for federated learning
N Shlezinger, M Chen, YC Eldar, HV Poor, S Cui
IEEE Transactions on Signal Processing 69, 500-514, 2020
2692020
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
U Challita, A Ferdowsi, M Chen, W Saad
IEEE Wireless Communications 26 (1), 28 - 35, 2019
257*2019
6G white paper on machine learning in wireless communication networks
S Ali, W Saad, N Rajatheva, K Chang, D Steinbach, B Sliwa, C Wietfeld, ...
arXiv preprint arXiv:2004.13875, 2020
2372020
Wireless Communications for Collaborative Federated Learning
M Chen, HV Poor, W Saad, S Cui
IEEE Communications Magazine, 2020
2182020
Echo state networks for proactive caching in cloud-based radio access networks with mobile users
M Chen, W Saad, C Yin, M Debbah
IEEE Transactions on Wireless Communications 16 (6), 3520-3535, 2017
2132017
Federated learning in the sky: Joint power allocation and scheduling with UAV swarms
T Zeng, O Semiari, M Mozaffari, M Chen, W Saad, M Bennis
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
2072020
Liquid state machine learning for resource and cache management in LTE-U unmanned aerial vehicle (UAV) networks
M Chen, W Saad, C Yin
IEEE Transactions on Wireless Communications 18 (3), 1504-1517, 2019
1892019
Sum-rate maximization of uplink rate splitting multiple access (RSMA) communication
Z Yang, M Chen, W Saad, W Xu, M Shikh-Bahaei
IEEE Transactions on Mobile Computing 21 (7), 2596-2609, 2020
1552020
Optimization of rate allocation and power control for rate splitting multiple access (RSMA)
Z Yang, M Chen, W Saad, M Shikh-Bahaei
IEEE Transactions on Communications 69 (9), 5988-6002, 2021
1432021
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Artiklar 1–20