Data Collection and Trading Strategy Analysis of Stackelberg-Based Vehicle Crowd-Sensing Platform,ERICDATA高等教育知識庫
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篇名
Data Collection and Trading Strategy Analysis of Stackelberg-Based Vehicle Crowd-Sensing Platform
並列篇名
Data Collection and Trading Strategy Analysis of Stackelberg-Based Vehicle Crowd-Sensing Platform
作者 Jian-Lan Guo、Rong Lu、Yu-Qiang Chen、Shu-Fei Li、Yu Xiao
英文摘要

A data collection and trading strategy based on a three-layer Stackelberg is proposed to address the defects of the data collection and trading strategy of the existing Telematics group wise sensing platform. First, the data trading strategy is designed for the Telematics group intelligence sensing platform, and the platform determines the optimal trading price according to the data volume and time limit demand of each data user; then the data collection strategy is designed for the platform, and the platform incentivizes the sensing vehicles to collect the required data volume within the limit time according to the movement trajectory, sensing and transmission cost of each sensing vehicle, and the strategy minimizes the data collection energy consumption and cost of the system. The strategy minimizes the data collection energy consumption of the system and designs the optimal data trading strategy based on game theory to maximize the economic benefits of the system. The experimental results demonstrate that the proposed strategy makes the telematics group wise sensing platform obtain the best economic utility in data collection and trading and satisfies the data demand of data users and the reward demand of sensing vehicles at the same time.

 

起訖頁 015-027
關鍵詞 vehicular crowd sensing、data collection、data mining、Stackelberg game
刊名 電腦學刊  
期數 202412 (35:6期)
DOI 10.53106/199115992024123506002   複製DOI
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