Title: A stable data transmission method of industrial internet of things communication based on bat algorithm
Authors: YiPing Chen
Addresses: Department of Computer Science and Engineering, Guangzhou Institute of Technology, Guangzhou 510540, China
Abstract: 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.
Keywords: bat algorithm; industrial internet of things; remote communication; data transmission.
International Journal of Internet Manufacturing and Services, 2022 Vol.8 No.3, pp.208 - 219
Received: 28 Dec 2021
Accepted: 22 Feb 2022
Published online: 18 Jul 2022 *