机械与电子2025，Vol.43Issue(7)：30-35,6.
一种多节点自适应安防监控系统设计与研究
Design and Research of a Multi-node Adaptive Security Monitoring System
摘要
Abstract
In view of the complicated deployment of traditional security monitoring system and the lim-ited number of detection nodes,a multi-node adaptive security monitoring system is designed.First of all,the RK3588 central control unit in the LAN establishes UDP broadcast service with the terminal node and ONVIF communication service with the camera node to realize the adaptive matching of nodes and achieve the purpose of automatic discovery,connection and information acquisition.Secondly,the terminal node u-ses multiple sensors for intrusion detection and sends intrusion information to the central control unit through HTTP protocol;the camera node uses RTSP protocol to obtain images,uses RKNN model for rea-soning,and uses high-performance NPU for neural network calculation to accelerate reasoning speed and improve the efficiency of intrusion detection.Finally,the cloud monitoring platform is built to communicate with the central control unit to realize real-time display of intrusion events,and provide friendly operation interface and data visualization functions.The experimental results show that the intrusion detection node can quickly and automatically access the system,and carry out the intrusion detection accurately and effi-ciently,which has high practicability and expansibility,and provides a valuable reference for increasing the application scenarios of security-related products.关键词
安防监控/入侵检测/多节点/自适应/RK3588Key words
security monitoring/intrusion detection/multi-node/self-adaptation/RK3588分类
信息技术与安全科学引用本文复制引用
李婷,溥江,杨伟力..一种多节点自适应安防监控系统设计与研究[J].机械与电子,2025,43(7):30-35,6.基金项目
贵州民族大学自然科学基金资助项目(GZMUZK[2023]YB04) （GZMUZK[2023]YB04）
贵州民族大学博士启动基金资助项目(GZMUZK[2024]QD73) （GZMUZK[2024]QD73）
