Transformer Based Traffic Flow Forecasting in SDN-VANET

Transformer Based Traffic Flow Forecasting in SDN-VANET

Intelligent Transportation System (ITS) provides services for proper traffic assistance. ITS helps in creating a transportation system that is smart, safe and efficient. Vehicular Ad-hoc Network supplies internet connectivity to vehicles and helps in traffic guidance. This paper uses a modified tran...

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Bibliographic Details
Main Authors: Hossen, M.S (Author), Hussain, F. (Author), Khan, M.S (Author), Moniruzzaman, M. (Author), Rahman, M. (Author), Shuvro, A.A (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:
Attention
Computer architecture
Data models
Encoder
Encoders
Forecasting
Information management
Intelligent systems
Intelligent vehicle highway systems
Long short-term memory
Network architecture
Predictive models
Sequence length
Sequence lengths
Software defined networking
Software-defined Network
Software-defined networkings
Software-defined networks
Time series
Traffic flow
Transformer
Transformers
Vehicles
Vehicular ad hoc networks
Vehicular Ad-hoc Network
Vehicular Adhoc Networks (VANETs)
Wireless sensor networks
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