Self-Organizing Traffic Flow Prediction with an Optimized Deep Belief Network for Internet of Vehicles

Self-Organizing Traffic Flow Prediction with an Optimized Deep Belief Network for Internet of Vehicles

To assist in the broadcasting of time-critical traffic information in an Internet of Vehicles (IoV) and vehicular sensor networks (VSN), fast network connectivity is needed. Accurate traffic information prediction can improve traffic congestion and operation efficiency, which helps to reduce commute...

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Bibliographic Details
Main Authors: Shidrokh Goudarzi, Mohd Nazri Kama, Mohammad Hossein Anisi, Seyed Ahmad Soleymani, Faiyaz Doctor
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Sensors
Subjects:
deep belief network
historical time traffic flows
restricted Boltzmann machine
optimization
traffic flow prediction
Online Access:http://www.mdpi.com/1424-8220/18/10/3459

Internet

http://www.mdpi.com/1424-8220/18/10/3459

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