GOLIATH: A Decentralized Framework for Data Collection in Intelligent Transportation Systems

نویسندگان

چکیده

Intelligent Transportation Systems (ITSs) technology has advanced during the past years, and it is now used for several applications that require vehicles to exchange real-time data, such as in traffic information management. Traditionally, road been collected using on-site sensors. However, crowd-sourcing from onboard sensors or smartphones become a viable alternative. State-of-the-art solutions currently follow centralized model where only service provider complete access data represent single point of failure trust. In this paper, we propose GOLIATH , blockchain-based decentralized framework runs on In-Vehicle Infotainment (IVI) system collect exchanged between network’s participants. Our approach mitigates limitations existing by guaranteeing trusted collection exchange, fully exploiting intrinsic distributed nature vehicles. We demonstrate its feasibility context vehicle positioning Each participating network shares position neighbors’ ones form transaction recorded ledger, which uses novel consensus mechanism validate it. design resilient against realistic set adversaries aim tamper disable communication. evaluate proposed simulated (but realistic) environment, considers different threats allows showing robustness safety properties.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Distributed Framework for Intelligent Transportation Systems

ABSTRACT Integrating individual intelligent transportation systems into comprehensive platforms is a key challenge faced by transport authorities in the provision of optimal services to users. The use of an ITS architecture encourages structured development and integration of ITS systems that leads to maximization of benefits by minimizing redundancies and maximizing capabilities. This paper pr...

متن کامل

Simulation Framework for Intelligent Transportation Systems *

A simulation framework has been developed for a large-scale, comprehensive, scaleable simulation of an Intelligent Transportation System (ITS). The simulator is designed for running on parallel computers and distributed (networked) computer systems, but can run on standalone workstations for smaller simulations. The simulator currently models instrumented "smart" vehicles with in-vehicle naviga...

متن کامل

A Multiagent Traffic Management Framework for Cooperative Intelligent Transportation Systems

The rapid growth experienced by many cities has created huge pressures on their traffic and transport systems. One common solution consists of increasing the number of roads available, but is not always the most appropriate. The application of Information and Communications Technologies enabling more efficient and effective use of the existing transport infrastructure is necessary (also known a...

متن کامل

Improving Data Quality in Intelligent Transportation Systems

—Intelligent Transportation Systems (ITS) use data and information technology to improve the operation of our transportation network. ITS contributes to sustainable development by using technology to make the transportation system more efficient; improving our environment by reducing emissions, reducing the need for new construction and improving our daily lives through reduced congestion. A ke...

متن کامل

InfoFrame - An intelligent informatics data collection framework

Health care providers, clinicians and medical researchers are increasingly faced with heterogeneous data collection and reporting standards from a wide variety of public and private organizations. The storing and categorizing of clinical data related from multiple sources not only leads to several heterogeneous databases, but also results in difficulties in automating analysis on gathered datas...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Transactions on Intelligent Transportation Systems

سال: 2022

ISSN: ['1558-0016', '1524-9050']

DOI: https://doi.org/10.1109/tits.2021.3123824