no code implementations • 9 Aug 2022 • Bo Yang, Xuelin Cao, Jindan Xu, Chongwen Huang, George C. Alexandropoulos, Linglong Dai, M'erouane Debbah, H. Vincent Poor, Chau Yuen
The envisioned sixth-generation (6G) of wireless networks will involve an intelligent integration of communications and computing, thereby meeting the urgent demands of diverse applications.
no code implementations • 8 Aug 2022 • Haomiao Huo, Jindan Xu, Gege Su, Wei Xu, Ning Wang
By treating K as a variable that can be adjusted according to a fitting function of some learnable coefficients, an intelligent MIMO detection network based on deep neural networks (DNN) is proposed to reduce complexity of the detection algorithm with little performance degradation.
no code implementations • 15 Mar 2022 • Yurong Qian, Jindan Xu, Shuhan Zhu, Wei Xu, Lisheng Fan, George K. Karagiannidis
In this paper, we consider a multiuser mobile edge computing (MEC) system, where a mixed-integer offloading strategy is used to assist the resource assignment for task offloading.
no code implementations • 18 Oct 2020 • Yifan Luo, Jindan Xu, Wei Xu, Kezhi Wang
Federated learning (FL) in a bandwidth-limited network with energy-limited user equipments (UEs) is under-explored.