基于模糊逻辑的车载 Ad Hoc 网络事故检测系统:原型实现

IF 1.9 4区 计算机科学 Q3 TELECOMMUNICATIONS
Urmila Bhanja, Anita Mohanty, Sudipta Mahapatra
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引用次数: 0

摘要

随着道路上车辆流量的增加,交通堵塞和交通事故屡见不鲜,造成了巨大的社会和经济损失。及早发现道路交通事故是有益的,因为可以迅速将救援人员引导到事故现场,挽救伤者的生命。为此,本文利用车载 Adhoc 网络模型提出了一种智能事故检测系统。在拟议的工作中,每辆车都有一个带有多个传感器的车载装置。这些传感器用于监测驾驶员和车辆的状况,其输出被输入到模糊逻辑控制器,以便快速检测事故。通过设计和实施硬件原型,验证了所提议的系统。当检测到事故时,拟议的硬件使用低范围无线电(LoRa)收发器网络向中央服务器发送信息。服务器收到车辆发送的信息后,可通知附近的救护车。它还可以使用 Dijkstra 算法确定通往附近医院的最短路径,并通知救护车。这将有助于及时救治事故受害者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Fuzzy Logic-Based Accident Detection System for Vehicular Ad Hoc Networks: A Prototype Implementation

Fuzzy Logic-Based Accident Detection System for Vehicular Ad Hoc Networks: A Prototype Implementation

With increased vehicular traffic on roadways, traffic jams and accidents are common, leading to substantial social and financial losses. Early detection of roadway accidents is beneficial as help can be directed to the accident site quickly, saving the lives of the injured. With this goal, an intelligent accident detection system is proposed in this paper using a Vehicular Adhoc Network model. Each vehicle has an on-board unit with multiple sensors in the proposed work. Outputs of these sensors, which monitor the condition of the driver and the vehicle, are input to a fuzzy logic controller for quick detection of an accident. The proposed system is validated by designing and implementing a hardware prototype. When an accident is detected, the proposed hardware uses a low-range radio (LoRa) transceiver network to send messages to a central server. After receiving the message from a vehicle, the server can inform a nearby ambulance. It can also identify the shortest path to a nearby hospital using Dijkstra’s algorithm and inform the ambulance. This would facilitate timely treatment of the accident victim(s).

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来源期刊
Wireless Personal Communications
Wireless Personal Communications 工程技术-电信学
CiteScore
5.80
自引率
9.10%
发文量
663
审稿时长
6.8 months
期刊介绍: The Journal on Mobile Communication and Computing ... Publishes tutorial, survey, and original research papers addressing mobile communications and computing; Investigates theoretical, engineering, and experimental aspects of radio communications, voice, data, images, and multimedia; Explores propagation, system models, speech and image coding, multiple access techniques, protocols, performance evaluation, radio local area networks, and networking and architectures, etc.; 98% of authors who answered a survey reported that they would definitely publish or probably publish in the journal again. Wireless Personal Communications is an archival, peer reviewed, scientific and technical journal addressing mobile communications and computing. It investigates theoretical, engineering, and experimental aspects of radio communications, voice, data, images, and multimedia. A partial list of topics included in the journal is: propagation, system models, speech and image coding, multiple access techniques, protocols performance evaluation, radio local area networks, and networking and architectures. In addition to the above mentioned areas, the journal also accepts papers that deal with interdisciplinary aspects of wireless communications along with: big data and analytics, business and economy, society, and the environment. The journal features five principal types of papers: full technical papers, short papers, technical aspects of policy and standardization, letters offering new research thoughts and experimental ideas, and invited papers on important and emerging topics authored by renowned experts.
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