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Deep Reinforcement Learning Based Optimization for IRS Based UAV-NOMA Downlink Networks


Jun 17, 2021
Shiyu Jiao, Ximing Xie, Zhiguo Ding, Fellow, IEEE


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A Reinforcement Learning Approach for an IRS-assisted NOMA Network


Jun 17, 2021
Ximing Xie, Shiyu Jiao, Zhiguo Ding


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Joint Design for Simultaneously Transmitting And Reflecting (STAR) RIS Assisted NOMA Systems


Jun 06, 2021
Jiakuo Zuo, Yuanwei Liu, Zhiguo Ding, Lingyang Song, H. Vincent Poor


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IRS-Assisted Massive MIMO-NOMA Networks with Polarization Diversity


May 27, 2021
Arthur S. de Sena, Pedro H. J. Nardelli, Daniel B. da Costa, F. Rafael M. Lima, Liang Yang, Petar Popovski, Zhiguo Ding, Constantinos B. Papadias

* arXiv admin note: substantial text overlap with arXiv:2012.03639 

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NOMA for Next-generation Massive IoT: Performance Potential and Technology Directions


Apr 11, 2021
Yifei Yuan, Sen Wang, Yongpeng Wu, H. Vincent Poor, Zhiguo Ding, Xiaohu You, Lajos Hanzo


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DRL-Assisted Resource Allocation for NOMA-MEC Offloading with Hybrid SIC


Apr 07, 2021
Haodong Li, Fang Fang, Zhiguo Ding


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Application of NOMA in 6G Networks: Future Vision and Research Opportunities for Next Generation Multiple Access


Mar 03, 2021
Yuanwei Liu, Wenqiang Yi, Zhiguo Ding, Xiao Liu, Octavia Dobre, Naofal Al-Dhahir

* 14 pages, 5 figures, 1 table 

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Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks


Feb 27, 2019
Liuyang Lu, Yanxiang Jiang, Mehdi Bennis, Zhiguo Ding, Fu-Chun Zheng, Xiaohu You

* 6 pages, 6 figures, this work has been accepted by IEEE VTC 2019 Spring 

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