A stable data transmission method of industrial internet of things communication based on bat algorithm
参考中译:一种基于BAT算法的工业物联网通信稳定数据传输方法


          

刊名：International Journal of Internet Manufacturing and Services
作者：YiPing Chen（Department of Computer Science and Engineering, Guangzhou Institute of Technology）
刊号：738LD067
ISSN：1751-6048
出版年：2022
年卷期：2022, vol.8, no.3
页码：208-219
总页数：12
分类号：TP393
关键词：bat algorithm；industrial internet of things；remote communication；data transmission
参考中译：BAT算法；工业物联网；远程通信；数据传输
语种：eng
文摘：Aiming at the problems of poor transmission stability and long transmission time in the traditional industrial internet of things communication data transmission, a stable transmission method of industrial internet of things communication data based on bat algorithm is designed. Firstly, build the industrial internet of things network model. Then, the sparse basis matrix is used to collect the communication data of industrial internet of things, and the noise in the communication data is removed by Gaussian function to complete the data extraction and preprocessing. Finally, the bat algorithm is used to determine the suitability of the location of the communication data, the updated data is transmitted in the optimised industrial internet of things communication network environment, and the differential genetic algorithm is used to suppress the interference factors to complete the stable data transmission. The results show that the proposed method can effectively improve the stability of communication data transmission.
参考中译：针对传统工业物联网通信数据传输稳定性差、传输时间长的问题，设计了一种基于BAT算法的工业物联网通信数据稳定传输方法。首先，构建工业物联网网络模型。然后，利用稀疏基矩阵对工业物联网通信数据进行采集，并用高斯函数去除通信数据中的噪声，完成数据的提取和预处理。最后，利用BAT算法确定通信数据的位置适宜性，将更新后的数据在优化后的工业物联网通信网络环境中传输，并使用差分遗传算法抑制干扰因素，完成稳定的数据传输。结果表明，该方法能有效提高通信数据传输的稳定性。



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