[图书][B] A pervasive prediction model for vehicular Ad-hoc network (VANET)

Q Zhang - 2017 - search.proquest.com
The growth of city traffic has contributed to severe traffic congestion and traffic accidents in
the most of the cities in the world. Since people's travel demand rise at a rate usually greater …

A distributed predictive road traffic management system in urban VANETs

A Mejdoubi, H Fouchal, O Zytoune… - … & Mobile Computing …, 2019 - ieeexplore.ieee.org
Nowadays traffic management is considered as a key factor application to enhance
transportation system performances. It aims to reduce traffic jams, fuel consumption and to …

Network traffic prediction model considering road traffic parameters using artificial intelligence methods in VANET

SS Sepasgozar, S Pierre - IEEE Access, 2022 - ieeexplore.ieee.org
Vehicular Ad hoc Networks (VANETs) are established on vehicles that are intelligent and
can have Vehicle-to-Vehicle (V2V) and Vehicle-to-Road Side Units (V2R) communications …

A predictive road traffic management system based on vehicular ad-hoc network

NS Nafi, RH Khan, JY Khan… - 2014 Australasian …, 2014 - ieeexplore.ieee.org
With an increasing number of vehicles on the road, demand for intelligent transportation
systems is on the rise. In this paper, we present a predictive road traffic management system …

Deep learning mechanism for region based urban traffic flow forecasting

N Bansal, RS Bali - International Conference on Artificial Intelligence of …, 2023 - Springer
Abstract Intelligent Vehicular Ad Hoc Networks which integrates deep learning techniques
with modern vehicular communication networks can play a major role in prediction of …

[PDF][PDF] Study of statistical models for route prediction algorithms in VANET

U Nagaraj, NN Kadam - J. Inf. Eng. Appl, 2011 - academia.edu
Vehicle-to-vehicle communication is a concept greatly studied during the past years.
Vehicles equipped with devices capable of short-range wireless connectivity can form a …

Emergency situation prediction mechanism: a novel approach for intelligent transportation system using vehicular ad hoc networks

P Ganeshkumar… - The scientific world journal, 2015 - Wiley Online Library
In Indian four‐lane express highway, millions of vehicles are travelling every day. Accidents
are unfortunate and frequently occurring in these highways causing deaths, increase in …

Htfm: Hybrid traffic-flow forecasting model for intelligent vehicular ad hoc networks

N Bansal, RS Bali, K Jakhar, MS Obaidat… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
Increased vehicular flow on roads along with proposed deployment of autonomous vehicles
has necessitated the need for accurate traffic forecasting so as to achieve effective route …

[PDF][PDF] Vehicular route prediction in city environment based on statistical models

U Nagraj, N Kadam - J Eng Res Appl, 2013 - academia.edu
Travel route analysis and prediction are essential for the success of many applications in
Vehicular Ad-hoc Networks (VANETs). It is challenging to make accurate route prediction for …

A performance modeling and analysis of a novel vehicular traffic flow prediction system using a hybrid machine learning-based model

A Boukerche, J Wang - Ad Hoc Networks, 2020 - Elsevier
Traffic prediction on the road, as a vital part of the Intelligent Transportation System (ITS) has
attracted much attention recently. It is always one of the hot topics about how to implement …