no code implementations • 17 Jun 2021 • Yanmeng Wang, Yanqing Xu, Qingjiang Shi, Tsung-Hui Chang
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.
no code implementations • 11 Sep 2020 • Fang Fang, Yanqing Xu, Zhiguo Ding, Chao Shen, Mugen Peng, George K. Karagiannidis
We adopt the partial offloading policy, in which each user can partition its computation task into offloading and locally computing parts.
no code implementations • 11 Sep 2020 • Fang Fang, Yanqing Xu, Quoc-Viet Pham, Zhiguo Ding
Combining intelligent reflecting surface (IRS) and non-orthogonal multiple access (NOMA) is an effective solution to enhance communication coverage and energy efficiency.