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Evolution of NOMA Toward Next Generation Multiple Access (NGMA)

Aug 10, 2021
Yuanwei Liu, Shuowen Zhang, Xidong Mu, Zhiguo Ding, Robert Schober, Naofal Al-Dhahir, Ekram Hossain, Xuemin Shen

* 66 pages, 8 figures, a survey paper submitted to the IEEE JSAC special issue on Next Generation Multiple Access 

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Integrating Over-the-Air Federated Learning and Non-Orthogonal Multiple Access: What Role can RIS Play?

Feb 28, 2021
Wanli Ni, Yuanwei Liu, Zhaohui Yang, Hui Tian, Xuemin Shen

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Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning

Dec 03, 2020
Wen Wu, Nan Chen, Conghao Zhou, Mushu Li, Xuemin Shen, Weihua Zhuang, Xu Li

* JSAC, to appear 

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Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks

Oct 05, 2020
Mushu Li, Jie Gao, Lian Zhao, Xuemin Shen

* 31 pages, single column, 12 figures. Accepted in IEEE Transactions on Cognitive Communications and Networking 

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Short-term Road Traffic Prediction based on Deep Cluster at Large-scale Networks

Feb 25, 2019
Lingyi Han, Kan Zheng, Long Zhao, Xianbin Wang, Xuemin Shen

* 12 pages, 15 figures, journal 

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