0% Complete
English
صفحه اصلی
/
یازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش
IoT-Based Model in Smart Urban Traffic Control: Graph theory and Genetic Algorithm
نویسندگان :
Saeed Doostali
1
Seyed Morteza Babamir
2
Mohammad Shiralizadeh Dezfoli
3
Behzad Soleimani Neysiani
4
1- دانشگاه کاشان
2- دانشگاه کاشان
3- دانشگاه شهید اشرفی اصفهانی
4- دانشگاه کاشان
کلمات کلیدی :
Internet of Things, Graph theory, Traffic flow, Smart traffic control, Genetic algorithm
چکیده :
Environmental pollution and urban dissatisfaction with traffic are the biggest challenges in metropolitan cities. Nevertheless, the inevitability of allocating roads for temporary and sometimes long periods to specific issues such as meetings, conferences, accidents, etc. could cause traffic on the surrounding roads. One of the solutions to reduce traffic on these roads is to make some roads one-way or two-way depending on their properties, where urban communication is not disrupted. In this paper, we presented an approach to employ the Internet of Things (IoT) to detect traffic information and create weighted dependency graphs to minimize the amount of free road traffic. The IoT turns devices and objects in an environment into digital objects which can be controlled and managed by smart computer tools. To model the urban roads, we consider a directed graph in which each edge represents the stream. Then the optimal directed graph obtained using the genetic algorithm represented the traffic model of the vehicles. According to the car's location and destination, the optimal path was announced to the driver via the car internet. This method improved the average waiting time and queue length.
لیست مقالات
لیست مقالات بایگانی شده
FiReT: A Neural Radiance Fields Framework for Wireless Field Reconstruction and Transmitter Placement
Negar Pouya - Armin Soleymani - Gholamreza Moradi - Farzaneh Abdollahi
تشخیص خودکار اختلال عروقی ماکولا با عنوان عروق گسترش یافته در تصاویر آنژیوگرافی حاصل از تصویربرداری OCTA
راضیه گنجی - دکتر محسن ابراهیمی مقدم - دکتر رامین نوری نیا
Low-Power Phase-Based Stochastic MAC for FPGA
Kooroush Manochehri - Amir arsalan Sakhtianchi - Mehrshad Khosraviani
Classification and Evaluation of Privacy Preserving Data Mining Methods
Negar Nasiri - Mohammadreza Keyvanpour
پیش بینی گره های رهبر در شبکه های اجتماعی با استفاده از پیش بینی پیوند
روح اله رشیدی - فرساد زمانی بروجنی - محمد رضا سلطان آقایی - هادی فرهادی
Agentic Username Suggestion and Multimodal Gender Detection in Online Platforms: Introducing the PNGT-26K Dataset
Farbod Bijary - Mohsen Ebadpour - Amirhosein Tajbakhsh
Traffic Aware Routing in P4 Based Software Defined Networks
Ahmad Hamid - Reza Mohammadi
طراحی واسط کاربری مبتنی بر رفتار و احساسات کاربران در سیستم های هوشمند
فاطمه صبائی - دکتر احمد عبداله زاده بارفروش
Distributed Learning Automata-based Algorithm for Finding K-Clique in Complex Social Networks
Mohammad Mehdi Daliri Khomami - Alireza Rezvanian - Ali Mohammad Saghiri - Mohammad Reza Meybodi
پیشبینی حجم ترافیک شهری با استفاده از دادههای سرویس نشان مورد مطالعاتی: خیابان کمال اصفهان
مهسا لطیفی - جمشید مالکی
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.2