摘要
为了提高智能设备的可视化监控能力,设计了一种可视化管理方案,能够实现智能设备的全寿命周期管理。控制模块采用型号为TMS320DM8168的主控芯片实现多通道数字视频采集。硬件包括ARM子系统、高清视频处理子系统、编解码子系统和DSP子系统等。为了提高可视化识别能力,采用改进型随机森林模型,对智能设备数据信息进行的可视化监控,提高了数据信息监控能力。试验表明,所提出的方法工作效率高,识别效率高。
In order to improve the visual monitoring capabilities of smart devices,this research designs a visual management solution that can realize the life cycle management of smart devices.In video management,the main control chip is TMS320DM8168,and it achieves to capture multi-channel digital video.The hardware includes ARM subsystem,high-definition video processing subsystem,codec subsystem and DSP subsystem,etc.In order to improve the ability of visual recognition,an improved random forest model is used to visually monitor the data information of smart devices to improve the ability of data information monitoring.Experiments show that the method proposed has high working efficiency and high recognition efficiency.
作者
吴忠
刘糁亮
WU Zhong;LIU Shenliang(State Grid Quzhou Power Supply Company,Quzhou 324000,China)
出处
《微型电脑应用》
2023年第9期150-154,共5页
Microcomputer Applications
关键词
智能设备
可视化监控
多通道数字视频采集
随机森林模型
intelligent equipment
visual monitoring
multi-channel digital video acquisition
random forest model
