Method and apparatus for edge-based notification through crowdsourcing real-time fleet communication

Apparatuses, methods, and systems of an edge server are provided. The edge server communicates with the vehicle by continuously receiving messages. The message includes data of a state transition of an electronic control unit (ECU) included in each vehicle; monitoring streaming message data from eac...

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Hauptverfasser: J. HWANG, GEMAR MASON D, JACKSON SCOTT E, MCERLEAN DONAL B, WAKEFIELD GEOFFREY
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creator J. HWANG
GEMAR MASON D
JACKSON SCOTT E
MCERLEAN DONAL B
WAKEFIELD GEOFFREY
description Apparatuses, methods, and systems of an edge server are provided. The edge server communicates with the vehicle by continuously receiving messages. The message includes data of a state transition of an electronic control unit (ECU) included in each vehicle; monitoring streaming message data from each vehicle in real time to detect data updates regarding state transitions of the ECUs used in operation of the vehicles; crowdsourcing data of state transitions of the ECUs in real time during vehicle operation to combine state transition data with versatility together as crowdsourced transition data; processing the crowdsourcing conversion data by using a machine learning model so as to classify the crowdsourcing conversion data of the abnormal event; and pre-sending an alert of the abnormal event to the identified vehicle in order for the driver or ADAS to perform a response. 边缘服务器的装置、方法和系统,该边缘服务器通过连续接收消息来与车辆通信,该消息包括每个车辆中包含的电子控制单元(ECU)的状态转换的数据;实时监视来自每个车辆的流消息数据,以检测关于车辆操作中使用的ECU的状态转换的数据更新;在车辆操作期间实时众包ECU的状态转换的数据,以将具
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
title Method and apparatus for edge-based notification through crowdsourcing real-time fleet communication
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