8 citations · 16 across the 3 of their papers we have counts for
3 papers
eess.SP2022★ 1 cited
Joint Robust Beamforming Design for WPT-assisted D2D Communications in MISO-NOMA: Fractional Programming and Deep Reinforcement Learning
Shiyu Jiao, Fang Fang, Zhiguo Ding
This paper proposes a scheme for the envisioned sixth-generation (6G) ultra-massive Machine Type Communications(umMTC). In particular, wireless power transfer (WPT) assisted commun…
eess.SP2021★ 7 cited
Deep Reinforcement Learning Based Optimization for IRS Based UAV-NOMA Downlink Networks
Shiyu Jiao, Ximing Xie, Zhiguo Ding
This paper investigates the application of deep deterministic policy gradient (DDPG) to intelligent reflecting surface (IRS) based unmanned aerial vehicles (UAV) assisted non-ortho…
eess.SP2021★ 8 cited
A Reinforcement Learning Approach for an IRS-assisted NOMA Network
Ximing Xie, Shiyu Jiao, Zhiguo Ding
This letter investigates a sum rate maximizationproblem in an intelligent reflective surface (IRS) assisted non-orthogonal multiple access (NOMA) downlink network. Specif-ically, t…