Year: 2019
Type: article
Abstract: Trust management in a decentralized vehicular network, such as vehicular ad hoc network, is particularly challenging due to the lack of centralized communication infrastructure and a fast varying feature of the vehicular environment. In this paper, we propose a decentralized trust management scheme for vehicular networks. The proposed scheme uses a fuzzy logic-based trust calculation approach to evaluate the direct trust where trustee nodes are located within the transmission range of a trustor node. A reinforcement learning-based approach is also employed to estimate the indirect trust where the behaviors of trustee cannot be observed directly. The extensive simulations are conducted to show the advantage of the proposed scheme over other baseline approaches.
Source: IEEE Access
Language: English
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: gold
Estimated APC paid: $1,750
Awards: Sensing Augmented Database-Driven Spectrum Sharing Framework, G2855498348, Vehicle clustering and vehicle cloud for challenged environment, G646521316, Self-Evolving Vehicular Edge Platform for Next Generation Mobility Support, Context-aware, Resource Requirement-based Wireless Access Network Densification
OpenAlex ID: W2909030650