TSPR:面向C-ITS高效数据处理的信任服务预请求系统

TSPR: A Trusted Service Prerequest System for Efficient Data Processing in C-ITS

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2023
被引 9
ABS 3

中文导读

针对合作智能交通系统中服务中继的可靠性问题,提出一种信任服务预请求系统,通过回溯信任评估和信任感知中继选择机制,提升边缘服务的请求到达率并降低中继成本。

Abstract

The emerging edge computing technology is crucial for Cooperative Intelligent Transport System (C-ITS), enabling rapid service response and efficient data processing in vehicular networks. A reservation service strategy that utilizes vehicle-to-vehicle and vehicle-to-infrastructure communication is introduced to improve the service experience. However, ensuring the reliability of service relays necessitates the evaluation of vehicle trustworthiness, particularly considering the potential presence of malicious behaviors. To address this problem, a trusted service prerequest (TSPR) system is proposed. First, we design a trust evaluation mechanism based on backtracking to incentivize vehicles to participate in the relay process and ensure reliable delivery of service requests. Additionally, we consider the dynamic traffic condition and present a trust-aware relay vehicle selection mechanism that guarantees the effectiveness of service relays. Specifically, the selection process is optimized by jointly considering cost and trust. Furthermore, we establish an evolutionary game model involving the system supervision center and vehicles, analyzing the factors that influence strategy selection. Extensive simulations demonstrate that the proposed system can effectively enhance edge services, achieving a higher request arrival rate and lower relay cost.

边缘计算车联网信任评估合作智能交通系统