The invention discloses an air traffic control data exchange method based on federated learning, which belongs to the technical field of data exchange, and comprises the following steps: acquiring air traffic control data needing to be exchanged in real time; according to the method, the screening and declaration process for the exchange data is set in the method, the exchanged data can be screened firstly through data screening, some invalid and wrong data are prevented from participating in exchange, meanwhile, the important exchange data can be reserved through the data exchange declaration process, all data are prevented from inrush for exchange, and the data exchange efficiency is improved. According to the method, the network transmission burden is effectively reduced, the data exchange efficiency can be improved, the auditing and federated deep learning process of the exchange data content is set in the method, the final auditing of the exchange data can be completed, federated deep learning can be carried out on the auditing process, and the data exchange efficiency is improved. The data auditing efficiency can be greatly improved subsequently, and the actual application effect of the whole method is improved.

    本发明公开了一种基于联邦学习空管数据交换方法,属于数据交换技术领域,包括如下步骤:对于需要交换的空管数据进行实时获取;本发明中,该方法在内设置有针对于交换数据的筛选与申报过程,数据筛选能够最先对于交换的数据进行筛查,避免一些无效与错误的数据参与交换,同时数据交换申报过程,能够使重要的交换数据存留,避免了所有数据涌入进行交换,有效降低了网络传输的负担,同时也能够提高数据交换效率,同时方法内还设置有交换数据内容的审核与联邦深度学习过程,不仅能够完成对于交换数据的最终审核,还能够对于审核过程进行联邦深度学习,能够在后续大大提高数据审核效率,提升整体方法的实际应用效果。


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    Title :

    Air traffic control data exchange method based on federal learning


    Additional title:

    一种基于联邦学习空管数据交换方法


    Contributors:
    JIA RUCHUN (author) / ZHANG JIANWEI (author) / ZHAO WEIXIN (author) / CHEN FEI (author)

    Publication date :

    2024-08-27


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr



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