基于边缘计算的AI可视化网关模块化设计

Modular design of AI visualization Gateway based on edge computing

为弥补传统网关技术性缺陷,提出基于边缘计算的AI可视化网关。将网关划分为微处理器模块、人机交互接口模块和有线/无线通信三个模块,其中,有线/无线通信模块可通过多种接入机制接收数据并传输至微处理器模块,微处理器模块通过边缘计算网关数据模型和公共核心数据并分离云与端数据,完成网关可视化,通过人机交互接口模块扩展至外部设备。实验结果表明:该方法具有较强联接能力,网关云端数据访问接口性能稳定,且数据处理能力强、可视化性能及安全性能好。

In order to make up for the technical defects of traditional Gateway,the AI visualization Gateway based on edge computing is proposed.The Gateway is divided into three modules,including microprocessor module,human-computer interface module and wired/wireless communication module.The wired/wireless commumication module can receive data through various access mechanisms and transmit it to the microprocessing module,the microprocessor module calculates the Gateway data model and common core data through the edge,separates cloud and end data to complete the visualization of Gateway and expand to external devices through human-computer interaction interface module.The experiment results show that the method has strong connection ability,stable performance of Gateway cloud data access interface,strong data processing ability,good visualization performance,and security performance.