Zobrazeno 1 - 10
of 610
pro vyhledávání: '"Xu, Yanqing"'
Recent years have witnessed a huge demand for artificial intelligence and machine learning applications in wireless edge networks to assist individuals with real-time services. Owing to the practical setting and privacy preservation of federated lear
Externí odkaz:
http://arxiv.org/abs/2306.04155
As a novel distributed learning paradigm, federated learning (FL) faces serious challenges in dealing with massive clients with heterogeneous data distribution and computation and communication resources. Various client-variance-reduction schemes and
Externí odkaz:
http://arxiv.org/abs/2212.01519
The traditional centralized baseband processing architecture is faced with the bottlenecks of high computation complexity and excessive fronthaul communication, especially when the number of antennas at the base station (BS) is large. To cope with th
Externí odkaz:
http://arxiv.org/abs/2210.15917
This paper investigates the downlink channel state information (CSI) sensing in 5G heterogeneous networks composed of user equipments (UEs) with different feedback capabilities. We aim to enhance the CSI accuracy of UEs only affording the low-resolut
Externí odkaz:
http://arxiv.org/abs/2206.13882
Autor:
Liao, Junbin, Wang, Tongtong, Xu, Yifan, Zhang, Qishun, Tang, Yuanyuan, Mu, Junjie, Ang, Edison Huixiang, Yao, Yuyang, Xu, Yanqing, Shen, Jiangnan
Publikováno v:
In Journal of Membrane Science July 2024 706
Publikováno v:
In Critical Reviews in Oncology / Hematology June 2024 198
Autor:
Xu, Yanqing, Xiong, Jiaqi, Qiu, Qite, Lin, Chenfei, Liao, Junbin, Ruan, Huiming, Shen, Jiangnan
Publikováno v:
In Chemical Engineering Journal 1 September 2024 495
Publikováno v:
IEEE Journal on Selected Areas in Communications, vol. 40, no. 1, pp. 323-341, Jan. 2022
Federated learning (FL) has been recognized as a viable distributed learning paradigm which trains a machine learning model collaboratively with massive mobile devices in the wireless edge while protecting user privacy. Although various communication
Externí odkaz:
http://arxiv.org/abs/2106.09397
Autor:
Cui, Hailong, Ruan, Huimin, Wei, Haili, Ang, Edison Huixiang, Dong, Yudi, Lu, Hao, Liu, Hongyu, Liao, Junbin, Xu, Yanqing, Shen, Jiangnan
Publikováno v:
In Journal of Environmental Chemical Engineering April 2024 12(2)
Autor:
Ruan, Huimin, Gao, Shangshang, Li, Yeyang, Yu, Shuaijun, Liao, Junbin, Ang, Edison Huixiang, Xu, Yanqing, Shen, Jiangnan
Publikováno v:
In Journal of Membrane Science March 2024 695