In order to improve the perception and transmission capabilities of intelligent warehousing information,a modem intelligent warehousing information perception and storage system was designed.Firstly,various sensors were used to collect warehouse information and transmit the collected information to the data collection point;secondly,the transmission communication technology was improved by combining the fifth generation mobile communication technology with multipath data transmission protocol,and the data information was transmitted to the application management layer in a fast and stable manner;finally,the K-means clustering algorithm was used to conduct in-depth mining and analysis of data information to improve information perception ability.The experimental results show that the combination of 5G communication technology and MPTCP transmission protocol has lower packet loss rate and higher transmission rate compared to traditional transmission methods.The accuracy of data processing using K-means clustering algorithm is higher than that of traditional data processing methods,reaching around 97％,verifying the effectiveness of the system design.
关键词
物联网技术/智慧仓储/信息感知/K-means聚类算法
Key words
internet of things technology/intelligent storage/information perception/K-means clustering algorithm
维普
万方数据