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Edge computing for Vehicle to Everything: a short review.

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Edge Computing (EC) can enhance Vehicle-to-Everything (V2X) communications by processing data closer to the source, addressing latency and handover challenges in intelligent transportation systems. This review explores EC methods for V2X applicability.

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Area of Science:

  • Intelligent Transportation Systems
  • Wireless Communications
  • Distributed Computing

Background:

  • Vehicle-to-Everything (V2X) communications are crucial for future intelligent transportation systems, enabling interactions between vehicles, infrastructure, pedestrians, and networks.
  • V2X generates vast data volumes and requires low latency and high throughput, posing significant processing and distribution challenges.
  • Existing research lacks comprehensive analysis of Edge Computing (EC) applicability for V2X services.

Purpose of the Study:

  • To explore and evaluate various Edge Computing (EC) approaches for their relevance and effectiveness in V2X communication and services.
  • To identify and compare different methods for implementing EC in V2X environments.
  • To address the performance requirements of V2X, such as dynamic handover and low latency communication.

Main Methods:

  • Literature review of existing Edge Computing (EC) methods applicable to V2X communication.
  • Individual description and comparative analysis of identified EC implementation methods.
  • Focus on methods like Mobile Edge Computing, Cloudlet, and Fog Computing for V2X data processing.

Main Results:

  • Most reviewed EC methods demonstrate simulated applicability for V2X under predefined scenarios.
  • Simulations show potential for EC to manage V2X data processing closer to the data source.
  • A limitation identified is the potential oversight of crucial data in simulations for bandwidth optimization.

Conclusions:

  • Edge Computing (EC) presents a feasible solution for addressing latency and data processing challenges in V2X communications.
  • Further research is needed to overcome simulation limitations and fully characterize EC's role in V2X.
  • This review provides a foundation for researchers to better understand and implement EC for V2X services.