摘要
气候变化和城市化导致自然灾害频繁,传统无线通信网络易受损,影响应急救援。本文提出智能无线网应急补偿体系,通过预警分级、应急模式触发、站点识别、方案生成、过程监控、方案回退和效果评估,利用DBSCAN和KNN算法实时监测与补偿故障站点,提升网络恢复能力和服务质量。部署验证结果显示,应急智能覆盖补偿体系显著提高了灾害中的应急响应效率和通信保障水平。
Climate change and urbanization have led to frequent natural disasters,making traditional wireless communication networks vulnerable and hampering emergency response efforts.This paper proposes an intelligent wireless network emergency compensation system,which includes early warning classification,emergency mode triggering,site identification,plan generation,process monitoring,plan rollback,and eff ectiveness evaluation.Using DBSCAN and KNN algorithms to monitor and compensate for fault sites in real-time,the system enhances network recovery capabilities and service quality.Deployment verification results show that the system significantly improves emergency response efficiency and communication assurance during disasters.
作者
张柠
耿鲁静
张晓彤
郑超
ZHANG Ning;GENG Lu-jing;ZHANG Xiao-tong;ZHENG Chao(China Mobile Group Co.,Ltd.,Beijing 100032,China;China Mobile Group Design Institute Co.,Ltd.,Beijing 100080,China)
出处
《电信工程技术与标准化》
2024年第11期21-26,共6页
Telecom Engineering Technics and Standardization
