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Chapitre D'ouvrage Année : 2021

Toward new intelligent architectures for the internet of vehicles

Résumé

The reference architecture of cooperative intelligent transportation systems has various limitations in its current state: capacity to process a significant amount of data, interoperability, guarantees of quality of service (QoS), etc. This is why vehicular networks evolved toward a new paradigm: the Internet of Vehicles (IoV). This chapter presents the principle of the IoV and also its applications. It also presents the various works integrating artificial intelligence (AI) techniques in the vehicular communication architecture. The chapter presents the proposed IoV architecture as well as the various plans it includes (control, management, security and private life, and knowledge). Moreover, it analyzes the various AI applications for control, management and security and private life presented in the literature. The chapter presents the conclusion and the perspectives concerning the integration of AI techniques in the vehicular communication architecture.
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Leo Mendiboure, Mohamed Aymen Chalouf, Francine Krief. Toward new intelligent architectures for the internet of vehicles. Intelligent Network Management and Control: Intelligent Security, Multi‐criteria Optimization, Cloud Computing, Internet of Vehicles, Intelligent Radio, 1, Wiley, 2021, 9781789450088. ⟨10.1002/9781119817840.ch8⟩. ⟨hal-04427828⟩
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