Browsing by Author Iftikhar Rasheed

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  • TVS.006215_Fei Hu, Iftikhar Rasheed - Deep Learning and Its Applications for Vehicle Networks-CRC Press (2023)-1.pdf.jpg
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  • Authors: Fei Hu; Iftikhar Rasheed (2023)

  • Deep Learning (DL) will be an effective approach for AI-based vehicular networks and can deliver a powerful set of tools for such vehicular network dynamics. In various domains of vehicular networks, DL can be used for learning-based channel estimation, traffic flow prediction, vehicle trajectory prediction, location-prediction-based scheduling and routing, intelligent network congestion control mechanism, smart load balancing and vertical handoff control, intelligent network security strategies, virtual smart & efficient resource allocation and intelligent distributed resource allocation methods. This book is based on the work from world-famous experts on the application of DL for ve...