A Survey on the Use-Cases and Deployment Efforts Toward Converged Internet of Things (IoT) and Vehicle-to-Everything (V2X) Environments

Hejazi, Hamdan; Bokor, László

doi:10.14513/actatechjaur.00627

Cited by 7 publications

(5 citation statements)

References 32 publications

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“…There are many cases related to testing of communication among vehicles, but also to infrastructure equipment, pedestrians, cyclists, etc. Some of the cases also respond to the development of autonomous vehicles and their role in transportation [36,37]. Various devices can be used, such as tools for the assessment of validity [38], compliance with standards [39,40], or security aspects [41].…”

Section: Methodsmentioning

confidence: 99%

Usage of V2X Applications in Road Tunnels

et al. 2022

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Many smart city applications work with calculated position and time using the Global Navigation Satellite System (GNSS) signals for enhanced precision. However, there are many places where the availability of GNSS is limited, e.g., road tunnels, which are an essential part of transport infrastructure. Tunnels also require greater attention and greater importance of approaches to ensure the safety and security aspects of traffic. The safety, distribution of information, awareness, and smooth traffic can also be ensured by V2X applications, but the current position is also needed. An experimental analysis of data connection and communication availability was performed in the Blanka tunnel (Prague) and its surroundings. The main objective of the work was to find and clearly describe the tunnel blind spots, with an emphasis on communication between cars and potentially between cars and infrastructure. This article summarizes the evaluation results of the V2X tunnel experimental test, the outputs from the analysis of these blind spots, and it provides a future perspective and suggestions that make tunnels smart by using advanced positioning approaches.

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Section: Methodsmentioning

confidence: 99%

Usage of V2X Applications in Road Tunnels

et al. 2022

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“…• Connectivity is another important driver of emerging automotive technology, particularly in the development of V2X technology [23,50]. Connectivity enables vehicles to communicate with other vehicles and infrastructure, connectivity can improve safety, reduce congestion, and enhance the driving experience.…”

Section: Emerging Automotive Technologiesmentioning

confidence: 99%

Automotive Technology and Patent Assignee in Malaysia: An Exploratory Patent

Aizul Nahar Harun,

Nur Adib Maspo,

Nurhayati Md. Issa

et al. 2023

ARASET

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The automotive industry in Malaysia has been established for over four decades, following the introduction of the Industrial Master Plan Malaysia (IMP) in 1985, and the subsequent launching of the National Automotive Policy (NAP) aimed at driving the growth of the automotive industry in Malaysia. A key focus of the NAP was industrial research and development to promote the leadership of Malaysian automotive companies in the region. Consequently, the alignment of university-industry research with the NAP is critical in fostering innovation and advancement in automotive technology. This study employs patent analysis to investigate the university-industry research and development of automotive technology in Malaysia. The objective is to identify patent trends in automotive technology developed by university-industry, which can provide crucial insight for researchers and inventors to incorporate the latest patented technology and support future inventions.

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“…Complex vehicle communication frameworks require instantaneous, two-way communication between vehicles. A practical demonstration of the 5G CAR project was observed by UTAC-TEQMO (a company for connected vehicles with testing centers across France, the UK, the USA, and Northern Finland) in June 2019 [8]. The demonstration showcased improved lane-changing features and information exchange with a centralized planning system.…”

Section: Introductionmentioning

confidence: 99%

Proposed CtCNet-HDRNN: A Cornerstone in the Integration of 5G mmWave and DSRC for High-Speed Vehicular Networks

Ahmed,

Tiang,

Mahmud

et al. 2023

IEEE Access

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This study proposes an innovative integration of the Car-to-Car Network-Hierarchical deep neural network (CtCNET-HDRNN) model with Fifth generation (5G) and Dedicated Short-Range Communications (DSRC) systems, streamlining computational efficiency in edge computing. CtCNET-HDRNN is a specialized deep learning model designed for vehicular communication, allowing vehicles to exchange information seamlessly in a connected environment. It harnesses an adaptive learning rate and regularization within the model's advanced training methodology, ensuring optimal data fit, superior generalization, and efficient convergence. A key novelty lies in the introduction of a Sparse Deep Recurrent Neural Network (SDRNN), which significantly reduces computational complexity by pruning insignificant connections, making it suitable for deployment on resource-constrained edge devices. SDRNN is a variant of recurrent neural networks designed to minimize computational burden while maintaining high performance in timeseries data analysis. Furthermore, this research presents an original integration model, adeptly merging the CtCNET-HDRNN model with the Millimeter wave (mmWave) of 5G and Monte Carlo for DSRC systems for seamless data transmission. The mmWave technology offers high-speed communication capabilities, while Monte Carlo enables adaptive collision avoidance and efficient channel access control for vehicular networks. Beyond immediate computational gains, this integrated model also contributes significantly to edge computing research and practical applications, promising enhanced system performance and improved user experience in vehicular communication scenarios. The proposed approach opens new possibilities for efficient and reliable communication in connected vehicles, laying the foundation for safer and smarter transportation systems.

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A Survey on the Use-Cases and Deployment Efforts Toward Converged Internet of Things (IoT) and Vehicle-to-Everything (V2X) Environments

Cited by 7 publications

References 32 publications

Usage of V2X Applications in Road Tunnels

Usage of V2X Applications in Road Tunnels

Automotive Technology and Patent Assignee in Malaysia: An Exploratory Patent

Proposed CtCNet-HDRNN: A Cornerstone in the Integration of 5G mmWave and DSRC for High-Speed Vehicular Networks

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