Litcius/Paper detail

Data collection protocols for VANETs: a survey

Maryam Gillani, Hafiz Adnan Niaz, Muhammad Umar Farooq, Ata Ullah

2022Complex & Intelligent Systems55 citationsDOIOpen Access PDF

Abstract

Abstract We live in the era of Intelligent Transport Systems (ITS), which is an extension of Vehicular AdHoc Networks (VANETs). In VANETs, vehicles act as nodes connected with each other and sometimes with a public station. Vehicles continuously exchange and collect information to provide innovative transportation services; for example, traffic management, navigation, autonomous driving, and the generation of alerts. However, VANETs are extremely challenging for data collection, due to their high mobility and dynamic network topologies that cause frequent link disruptions and make path discovery difficult. In this survey, various state-of-the-art data collection protocols for VANETs are discussed, based on three broad categories, i.e., delay-tolerant, best-effort, and real-time protocols. A taxonomy is designed for data collection protocols for VANETs that is essential to add precision and ease of understandability. A detailed comparative analysis among various data collection protocols is provided to highlight their functionalities and features. Protocols are evaluated based on three parametric phases. First, protocols investigation based on six necessary parameters, including delivery and drop ratio, efficiency, and recovery strategy. Second, a 4-D functional framework is designed to fit most data collection protocols for quick classification and mobility model identification, thus eradicating the need to read extensive literature. In the last, in-depth categorical mapping is performed to deep dive for better and targeted interpretation. In addition, some open research challenges for ITS and VANETs are discussed to highlight research gaps. Our work can thus be employed as a quick guide for researchers to identify the technical relevance of data collection protocols of VANETs.

Topics & Concepts

Computer scienceData collectionIdentification (biology)Open researchVehicular ad hoc networkIntelligent transportation systemComputer networkData scienceWireless ad hoc networkWorld Wide WebTelecommunicationsTransport engineeringWirelessEngineeringStatisticsBotanyMathematicsBiologyVehicular Ad Hoc Networks (VANETs)Opportunistic and Delay-Tolerant NetworksHuman Mobility and Location-Based Analysis
Data collection protocols for VANETs: a survey | Litcius