The invention discloses an electric vehicle robbery automatic real-time alarm method and system based on multi-source big data, and the method comprises the steps: taking the real-time data of an electric vehicle and a cellphone as the basis, and achieving the automatic real-time alarm of the robbery of the electric vehicle through the introduction of data mining algorithms such as trajectory deviation, human-vehicle separation and target person synchronization. By analyzing mass data and combining a data mining algorithm, traditional after-event tracking is changed into active early warning.In terms of reliability, based on electric vehicle historical track analysis, the big data technology and the data mining algorithm are combined, and the real-time performance and accuracy of alarm result pushing are improved. From the function, the invention provides the functions of vehicle activity range analysis, vehicle rider analysis, vehicle abnormity warning and the like.
本发明公开了一种基于多源大数据的电动车盗抢自动化实时告警方法及系统,以电动车和手机实时数据为基础,通过引入轨迹偏离、人车分离、目标人同行等数据挖掘算法,实现电动车盗抢的自动化实时告警。本发明通过对海量数据的分析,结合数据挖掘算法,将传统的事后追踪变为主动预警。从可靠性上,基于电动车历史轨迹分析,结合大数据技术,数据挖掘算法,提高告警结果推送的实时性与准确性。从功能上,本发明提供了车辆活动范围分析、车辆骑行人员分析、车辆异常告警等功能。
Electric vehicle robbery real-time alarm method and system based on multi-source big data
一种基于多源大数据的电动车盗抢实时告警方法及系统
2020-08-28
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme / H04W WIRELESS COMMUNICATION NETWORKS , Drahtlose Kommunikationsnetze |