Autonomous Vehicles (AVs) are going to be an integral part of the Intelligent Transportation Systems (ITS) in the future. To make AV a reality, it is essential to make the vehicles capable of communication with their surroundings and other vehicles. This gives rise to the Vehicle-to-Everything (V2X) communication scenarios. Realization of V2X communication necessitates real-time intra and inter vehicle communication. Such communication involves high data rate, and leads to enormous data required to be processed in real-time. The big data technologies play a significant role in making AV a reality. This chapter emphasizes the role of big data technologies in AVs. This chapter discusses the enabling technologies and communication protocols for AVs. The components involved in different AV applications and rate at which the data is generated for these applications is presented. The role of different big data aspects such as data acquisition, processing, storage, analysis, computing, transmission and security, are discussed by virtue of related research in these domains. With big data for AV being an upcoming research area, the open research issues, important research avenues and ongoing research in these areas is discussed is this chapter with the aim to help the researchers interested in pursuing research in this field.
Big Data for Autonomous Vehicles
Studies Comp.Intelligence
2021-04-11
27 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch