区块链、人工智能和物联网在智能道路交通管理系统中的作用

Ashish Sharma, Yogesh Awasthi, Sunil Kumar
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引用次数: 17

摘要

现在路上的车辆越来越多。因此,管理世界各地的交通堵塞和交通事故对社会来说是一个挑战。机器学习(ML)算法等人工智能(AI)对于提高整个道路安全管理系统的性能非常有帮助。人工智能用于许多现实世界的应用程序,使任何系统都成为智能系统。智能道路交通管理系统(SRTMS)可以轻松识别随机变化对道路安全的影响。SRTMS检测不安全的驾驶模式,并将信息传达给相关部门。物联网(IoT)是实时观察人类活动的一项重要技术。物联网设备或节点由传感器组成,通常用于识别和响应电信号和其他信号。目前,区块链(BC)是自动化交易的最热门技术,这意味着在物联网设备或节点之间共享或交换信息。BC技术促进了信息在网络上以分散、安全、持久、匿名、适宜和可信的方式共享。通过共识算法和智能合约,区块链可以在没有第三方或中介机构参与的情况下管理节点之间的通信。同时,人工智能有能力提供类似人类思维的智能和决策机器。本文提出了SRTMS模型,用于解决交通事故、交通堵塞问题,并将信息传播给所有利益相关者。该模型结合了AI、BC和IoT等最热门的技术。本文提出了SRTMS模型,用于解决交通事故、交通堵塞问题,并将信息传播给所有利益相关者。该模型结合了AI、BC和IoT等最热门的技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Role of Blockchain, AI and IoT for Smart Road Traffic Management System
Nowadays vehicles are increasing on the road. Due to this, it is a challenge for society to manage traffic jams and road accidents all over the world. Artificial Intelligence (AI) such as Machine Learning (ML) algorithms are very helpful to improve the performance of the overall road safety management system. AI is used for many real-world applications to make any system be a smart system. The Smart Road Traffic Management System (SRTMS) easily recognizes the influence occurs for random changes on road safety. The SRTMS detects the unsafe driving patterns as well as convey the information to the respective authorities. The Internet of Things (IoT) is a boon technology to observe human activities in real-time. IoT devices or nodes are composed of sensors that are commonly utilized to identify and reply to electrical and other signals. Currently, Blockchain (BC) is the most trending technology to automate transactions, which means sharing or exchange of information between the IoT devices or nodes. BC technology facilitates for sharing of information on the network is decentralized, secure, persistent, anonymity, suitability and trustworthy manner. With consensus algorithms and smart contracts, Blockchain holds to manage communication among nodes without the involvement of a third-party or intermediary body. Simultaneously, AI has the ability to offer intelligent and decision-making machines similar to human beings' minds. This paper proposes the SRTMS model for solving the road accident, traffic jam and disseminate the information to all stakeholders. This proposed model is a combination of most trending technologies such as AI, BC, and IoT. This paper proposes the SRTMS model for solving the road accident, traffic jam and disseminate the information to all stakeholders. This proposed model is a combination of most trending technologies such as AI, BC, and IoT.
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