Data Fusion for Multi-Source Sensors Using GA-PSO-BP Neural Network

IEEE Transactions on Intelligent Transportation Systems(2021)

引用 36|浏览75
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摘要
The development of real-time road condition systems will better monitor road network operation status. However, the weak point of all these systems is their need for comprehensive and reliable data. For traffic data acquisition, two sources are currently available: 1) floating vehicles and 2) remote traffic microwave sensors (RTMS). The former consists of the use of mobile probe vehicles as mobile...
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关键词
Roads,Neural networks,Data models,Data integration,Sensors,Bridges,Estimation
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