Patents by Inventor Zhiren GONG

Zhiren GONG has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • THREE-DIMENSIONAL SPECTRUM SITUATION COMPLETION METHOD AND DEVICE BASED ON GENERATIVE ADVERSARIAL NETWORK
    Publication number: 20230386098
    Abstract: A three-dimensional (3D) spectrum situation completion method and device based on a generative adversarial network includes performing graying and coloring preprocessing based on incomplete 3D spectrum situations from historical or empirical spectrum data obtained by a UAV through sampling a target region, obtaining three-channel incomplete 3D spectrum situation maps displayed in colors, forming a training set based on the incomplete 3D spectrum situation maps; training the generative adversarial network based on the training set and obtaining a trained generator network in the generative adversarial network, performing graying and coloring preprocessing based on a measured incomplete 3D spectrum situation obtained by the UAV through sampling a specified measurement region, obtaining a three-channel measured incomplete 3D spectrum situation map displayed in colors, and using the measured incomplete 3D spectrum situation map as input data to the generator network to obtain a three-channel measured complete 3D
    Type: Application
    Filed: January 25, 2022
    Publication date: November 30, 2023
    Applicant: Nanjing University of Aeronautics and Astronautics
    Inventors: Yang HUANG, Qiuming ZHU, Tianyu HU, Qihui WU, Zhiren GONG, Xuan WU, Weizhi ZHONG, Kai MAO, Xiaofei ZHANG, Yiwei LU