A Comprehensive Survey: Benefits, Services, Recent Works, Challenges, Security, and Use Cases for SDN-VANET
Othman S. Al-Heety,Zahriladha Zakaria,Mahamod Ismail,Mohammed Mudhafar Shakir,Sameer Alani,Hussein Alsariera +5 more
TLDR
This study presents an exhaustive review of previous works by classifying them based on based on wireless communication, particularly VANET, and highlights the current and emerging technologies with use cases in vehicular networks to address the several challenges in the VANet infrastructure.Abstract:
Vehicular communication networks is a powerful tool that enables numerous vehicular data services and applications. The rapid growth in vehicles has also resulted in the vehicular network becoming heterogeneous, dynamic, and large-scale, making it hard to meet the strict requirements, such as extremely latency, high mobility, top security, and enormous connections of the fifth-generation network. Previous studies have shown that with the increase in the application of Software-Defined Networking (SDN) on Vehicular Ad-hoc Network (VANET) in industries, researchers have exerted considerable efforts to improve vehicular communications. This study presents an exhaustive review of previous works by classifying them based on based on wireless communication, particularly VANET. First, a concise summary of the VANET structure and SDN controller with layers and details of their infrastructure is provided. Second, a description of SDN-VANET applications in different wireless communications, such as the Internet of Things (IoT) and VANET is provided with concentration on the examination and comparison of SDN-VANET works on several parameters. This paper also provides a detailed analysis of the open issues and research directions accomplished while integrating the VANET with SDN. It also highlights the current and emerging technologies with use cases in vehicular networks to address the several challenges in the VANET infrastructure. This survey acts as a catalyst in raising the emergent robustness routing protocol, latency, connectivity and security issues of future SDN-VANET architectures.read more
Citations
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Journal ArticleDOI
VANET applications: Past, present, and future
Michael Lee,Travis Atkison +1 more
TL;DR: Many different perspectives on VANETs are investigated, including historical perspectives and ideas for uses as well as more modern perspectives, and how they have changed over time are investigated.
Journal ArticleDOI
Machine Learning Technologies for Secure Vehicular Communication in Internet of Vehicles: Recent Advances and Applications
Elmustafa Sayed Ali,Elmustafa Sayed Ali,Mohammad Kamrul Hasan,Rosilah Hassan,Rashid A. Saeed,Mona Bakri Hassan,Shayla Islam,Nazmus S. Nafi,Savitri Bevinakoppa +8 more
TL;DR: In this paper, a critical review with analytical modeling for offloading mobile edge-computing decisions based on machine learning and Deep Reinforcement Learning (DRL) approaches for the Internet of Vehicles (IoV) is conducted.
Journal ArticleDOI
Integration of Blockchain Technology and Federated Learning in Vehicular (IoT) Networks: A Comprehensive Survey
Abdul Rehman Javed,Muhammad Abul Hassan,Faisal Shahzad,Saurabh Singh,Thar Baker,Thippa Reddy Gadekallu +5 more
TL;DR: The paper focuses on the current research challenges and future research directions related to integrating FL and blockchain for vehicular networks, and sheds light on the blockchain and FL with real-world implementations.
Journal ArticleDOI
A Comprehensive Review of Authentication Schemes in Vehicular Ad-Hoc Network
Farooque Azam,Sunil Kumar Yadav,Neeraj Priyadarshi,Sanjeevikumar Padmanaban,Ramesh C. Bansal +4 more
TL;DR: In this paper, a taxonomy of authentication schemes in VANETs has been presented, and the authentication schemes have been compared with security, privacy and scalability requirement with the use of recent technologies such as 5G, 5G-SDN, and Blockchain.
Journal ArticleDOI
A comprehensive survey on authentication and privacy-preserving schemes in VANETs
TL;DR: This study reveals that most of the existing authentication schemes require trusted authorities that are opaque in their functioning, certificate revocation requires heavy computation and storage along with a large amount of lookup time, and more work is needed for the development of lightweight and efficient privacy-preserving authentication schemes in VANETs.
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