Skip to main content

and
  1. No Access

    Article

    Research on anti-interference based on particle swarm optimization algorithm in high altitude platform stations

    The future communication network will be composed of ground-based, sea based, air-based and space-based networks to build a distributed air, space and sea integrated global intelligent network across regions, ...

    Mingxiang Guan, Zhou Wu, WeiGuo Yang, Bin Guo, Xuemei Cao in Wireless Networks (2024)

  2. No Access

    Article

    Research on intelligent scheduling algorithm of high altitude platform system for wide area internet of things

    Internet of things technology can not only improve people’s lives, but also bring great changes and innovations to the industry and promote the rapid development of economy. The future communication system wil...

    Zhou Wu, Mingxiang Guan, Ming Liu, Linzhong **a, Changwei Lv in Wireless Networks (2024)

  3. No Access

    Article

    Research on Anti-Jamming Algorithm of Massive MIMO Communication System Based on Multi-User Game Theory

    Massive MIMO(Multiple-Input Multiple-Output) technology is one of the most important physical layer technologies in 5 g and even 6G. In the process of wireless transmission, due to the complexity of the propag...

    Mingxiang Guan, Zhou Wu, WeiGuo Yang, bin Guo in Mobile Networks and Applications (2022)

  4. No Access

    Chapter and Conference Paper

    Kinoform Generated Combined with the Error Diffusion Method and the Dynamic Random Phase

    A computer generated kinoform combined with error diffusion and the dynamic random phase is presented. In order to compensate the error generated in the reconstructed image from the phase only hologram, the Fl...

    Xuemei Cao, Mingxiang Guan, in Machine Learning and Intelligent Communica… (2021)

  5. No Access

    Chapter and Conference Paper

    Attention-Based Bidirectional Long Short-Term Memory Neural Network for Short Answer Scoring

    The automatic short answer scoring by using computational approaches has been considered the best way to release the workload of human answer raters. In this paper, we designed a novel neural network architect...

    Linzhong **a, Mingxiang Guan, Jun Liu in Machine Learning and Intelligent Communica… (2021)

  6. No Access

    Chapter and Conference Paper

    A Two-Step Phase-Shifting Phase Retrieval Algorithm Based on Orthogonal Characteristics of Interfeograms

    A new two-step phase-shifting phase retrieval method is put forward to recover the real phase of the measured object through the orthogonal characteristics of the diamond diagonal vectors from three phase shif...

    **** Fan, Chunjun Li, Yingjie Cui in Machine Learning and Intelligent Communica… (2021)

  7. No Access

    Chapter and Conference Paper

    Research on Intelligent Wireless Channel Allocation in HAPS 5G System Based on Reinforcement Learning

    An intelligent wireless channel allocation algorithm for HAPS 5G systems based on reinforcement learning was proposed. Q-learning reinforcement learning algorithm and the back-propagation neural network were c...

    Zhou Wu, Ming-xiang Guan, Yingjie Cui, Xuemei Cao in Wireless and Satellite Systems (2019)