Task unloading decision-making method based on MEC and anonymous data volume

The invention discloses a task unloading decision-making method based on MEC and anonymous data volume. The method comprises the following steps: constructing an Internet of Vehicles communication network model which takes a vehicle user and a roadside unit as basic units and is used for MEC computi...

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Main Authors HU PENG, ZHAO JINXIANG, CHEN XIAYU, HUANG JIAMIN, YANG MINGXUN, ZHANG MINGFEI
Format Patent
LanguageChinese
English
Published 07.03.2023
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Abstract The invention discloses a task unloading decision-making method based on MEC and anonymous data volume. The method comprises the following steps: constructing an Internet of Vehicles communication network model which takes a vehicle user and a roadside unit as basic units and is used for MEC computing resource allocation; constructing an anonymous confusion model based on a protection strategy in the Internet of Vehicles system, and outputting the determined data volume in a probability mode; according to the Internet of Vehicles communication network model and the anonymous confusion model, constructing a time delay minimization optimization function P; and unloading and allocating the calculation tasks generated by the vehicle users in the Internet of Vehicles system according to the delay minimization optimization function P by adopting a deep Q network model. According to the invention, resource allocation of the Internet of Vehicles system and privacy protection of users can be realized. 本发明公开了一种基于MEC和匿名
AbstractList The invention discloses a task unloading decision-making method based on MEC and anonymous data volume. The method comprises the following steps: constructing an Internet of Vehicles communication network model which takes a vehicle user and a roadside unit as basic units and is used for MEC computing resource allocation; constructing an anonymous confusion model based on a protection strategy in the Internet of Vehicles system, and outputting the determined data volume in a probability mode; according to the Internet of Vehicles communication network model and the anonymous confusion model, constructing a time delay minimization optimization function P; and unloading and allocating the calculation tasks generated by the vehicle users in the Internet of Vehicles system according to the delay minimization optimization function P by adopting a deep Q network model. According to the invention, resource allocation of the Internet of Vehicles system and privacy protection of users can be realized. 本发明公开了一种基于MEC和匿名
Author HU PENG
ZHANG MINGFEI
HUANG JIAMIN
ZHAO JINXIANG
YANG MINGXUN
CHEN XIAYU
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DocumentTitleAlternate 基于MEC和匿名数据量的任务卸载决策方法
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Snippet The invention discloses a task unloading decision-making method based on MEC and anonymous data volume. The method comprises the following steps: constructing...
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SubjectTerms ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
Title Task unloading decision-making method based on MEC and anonymous data volume
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