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Survey of Cooperative Advanced Driver Assistance Systems: From a Holistic and Systemic Vision

Juan Felipe González-Saavedra, Miguel Figueroa, Sandra Céspedes, Samuel Montejo‐Sánchez

2022Sensors31 citationsDOIOpen Access PDF

Abstract

The design of cooperative advanced driver assistance systems (C-ADAS) involves a holistic and systemic vision that considers the bidirectional interaction among three main elements: the driver, the vehicle, and the surrounding environment. The evolution of these systems reflects this need. In this work, we present a survey of C-ADAS and describe a conceptual architecture that includes the driver, vehicle, and environment and their bidirectional interactions. We address the remote operation of this C-ADAS based on the Internet of vehicles (IoV) paradigm, as well as the involved enabling technologies. We describe the state of the art and the research challenges present in the development of C-ADAS. Finally, to quantify the performance of C-ADAS, we describe the principal evaluation mechanisms and performance metrics employed in these systems.

Topics & Concepts

Advanced driver assistance systemsComputer sciencePrincipal (computer security)ArchitectureSystems engineeringThe InternetHuman–computer interactionWork (physics)State (computer science)EngineeringArtificial intelligenceComputer securityWorld Wide WebAlgorithmMechanical engineeringVisual artsArtAutonomous Vehicle Technology and SafetyVehicular Ad Hoc Networks (VANETs)Transportation and Mobility Innovations