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Road Network Design in a Developing Country Using Mobile Phone Data: An Application to Senegal

Yihong Wang, Goncalo Correia, Erik de Romph, Bruno F. Santos
2018 IEEE Intelligent Transportation Systems Magazine  
ACKNOWLEDGMENT We would like to express our gratitude to Orange for organizing the 'Data for Development Senegal' challenge and making the data available for this research.  ...  Gravity Model Estimation and Validation First, we used the data before August 1 st , 2013 (i.e., training data) to estimate a traditional gravity model.  ...  using the adapted gravity model can have advantages over using the traditional one.  ... 
doi:10.1109/mits.2018.2879168 fatcat:77civyn4pzdetoa5htkqhremgm

Cost-effective ubiquitous method for motor vehicle speed estimation using smartphones

Shahrzad Moeiniyan Bagheri, Behrang Assemi, Mahmoud Mesbah, Mark Hickman
2018 IET Wireless Sensor Systems  
Estimating longitudinal vehicle speed is required in a wide range of applications from road safety to vehicular emissions modelling.  ...  Each vehicle speed estimation method has specific challenges including the high cost of measurement equipment, the small range of vehicle models accessible for performing tests and the low resolution of  ...  DE130100205 and the Queensland Department of Transport and Main Roads (TMR), under the TAP agreement with the University of Queensland Centre for Transport Strategy.  ... 
doi:10.1049/iet-wss.2018.5023 fatcat:bbylqiroebcgpb7bgxgcg6cgou

Assessing the impact of cost optimization based on infrastructure modelling on CO2 emissions

Irina Harris, Mohamed Naim, Andrew Palmer, Andrew Potter, Christine Mumford
2011 International Journal of Production Economics  
The simulation model, based on a European case study from the automotive industry, considers strategic and operational level decisions simultaneously.  ...  The analysis shows that the optimum design based on costs does not necessary equate to an optimum solution for CO 2 emissions, therefore there is a need to address economical and environmental objectives  ...  The current network modelling software offers two alternatives for centre of gravity modelling: cost centre of gravity and volume centre of gravity.  ... 
doi:10.1016/j.ijpe.2010.03.005 fatcat:f74gsetadnhjjpr6fpxm7hxaau

A METHODOLOGY FOR MODELLING TRAFFIC RELATED EMISSIONS IN SUBURBAN AREAS

Cristian Toşa, Dago Antov, Gavril Köllő, Harri Rõuk, Marek Rannala
2013 Transport  
a suburban area, as a support for future transport planning strategies to be applied for any developing road network.  ...  A methodology that integrates a computer program COPERT III for calculation of traffic emissions estimates, and a transportation modelling software CUBE VOYAGER was used to assess pollutant emissions for  ...  Acknowledgements The corresponding author acknowledges financial support from the project 'Doctoral studies in engineering sciences for developing the knowledge based society -SIDOC' contract no.  ... 
doi:10.3846/16484142.2013.819034 fatcat:wsjfkhyyq5agjgcvkr3xx2adie

Investing for Reliability and Security in Transportation Networks

Lei Zhang, David Levinson
2008 Transportation Research Record  
Attention is focused on road network growth, a process with enough complicated and unknown dynamics for one to start with.  ...  of an investment policy over a period of time.  ...  The complete set of model parameters estimated or assumed for the Twin Cities (TC) road network is summarized in Table 1 .  ... 
doi:10.3141/2041-01 fatcat:w6orcfmipjanxiyczwsnas4yvq

Monitoring road traffic with a UAV-based system

Mouna Elloumi, Riadh Dhaou, Benoit Escrig, Hanen Idoudi, Leila Azouz Saidane
2018 2018 IEEE Wireless Communications and Networking Conference (WCNC)  
, Mouna and Dhaou, Riadh and Escrig, Benoît and Idoudi, Hanen and Saidane, Leila Monitoring road traffic with a UAV-based system.  ...  Open Archive Toulouse Archive Ouverte OATAO is an open access repository that collects the work of Toulouse researchers and makes it freely available over the web where possible To cite this version: Elloumi  ...  In the case of the Fixed POI method, UAVs fly over the POIs according to a random waypoint model over a delimited circular area whose center is the POI and whose radius is 200m with a fixed velocity (12m  ... 
doi:10.1109/wcnc.2018.8377077 dblp:conf/wcnc/ElloumiDEIS18 fatcat:rek2kwktdjhfphg6ypvs2rcdgu

Contextual Detection of Pedestrians and Vehicles in Orthophotography by Fusion of Deep Learning Algorithms

Masoomeh Shireen Ansarnia, Etienne Tisserand, Patrick Schweitzer, Mohamed Amine Zidane, Yves Berviller
2022 Sensors  
The presented results show that the method allows one to detect road users, identify the surfaces on which they move, quantify their apparent velocity, and estimate their actual velocity.  ...  The proposed method in this work focuses on analyzing video streams captured from a vertically installed camera, and performing contextual road user detection.  ...  On the other hand, a more substantial dataset will be necessary to train the network for roads and sidewalks. However, generally, the similarity between these two factors is deceiving for the model.  ... 
doi:10.3390/s22041381 pmid:35214281 pmcid:PMC8963042 fatcat:w2thvhjrqnghtnduonvmemjebu

Traffic noise spectrum analysis: Dynamic modeling vs. experimental observations

A. Can, L. Leclercq, J. Lelong, D. Botteldooren
2010 Applied Acoustics  
This paper compares two traffic representations for the assessment of urban noise frequency spectrum: (i) a static one, based on mean vehicle speeds and flow rates, (ii) a dynamic one, which considers  ...  vehicle interactions along the network.  ...  Acknowledgement The authors would like to thank Estelle Chevalier, for her careful reading that greatly improved the quality of the paper, and Jérôme Defrance, for providing the results of the propagation  ... 
doi:10.1016/j.apacoust.2010.04.002 fatcat:yxqfnh6z7zee3an3eifgkxk32a

An effective Time-Aware Map Matching process for low sampling GPS data [article]

Paolo Cintia, Mirco Nanni
2016 arXiv   pre-print
The process of associating a segment of the underlying road network to a GPS point gives us the chance to enrich raw data with the semantic layer provided by the roadmap, with all contextual information  ...  Moreover, our algorithm is parameter-free and does not depend on specific characteristics of the GPS localization error and of the road network (e.g. density of roads, road network topology, etc.).  ...  In [6] a method to get rid of this assumption has been proposed: a gravity model is used to associate a GPS point, with his speed, to a road segment, choosing between the k-nearest neighbor.  ... 
arXiv:1603.07376v1 fatcat:l7bmo7hchre2xp32pqisacoayi

Lewis–Mogridge Points: A Nonarbitrary Method to Include Induced Traffic in Cost-Benefit Analyses

Rafał Kucharski, Arkadiusz Drabicki, Jan Paszkowski, Andrzej Szarata
2020 Journal of Advanced Transportation  
We propose a new method to estimate benefits of road network improvements, which allows to include the induced demand without arbitrary assumptions.  ...  We first estimate benefits of road network improvement assuming that traffic demand is fixed.  ...  Acknowledgments is paper was developed within R&D project RID2A "trip modelling and forecasting using different modes of transport" financed by the National Centre for Research and Development and National  ... 
doi:10.1155/2020/3096260 fatcat:zslyst2mf5cixjh4prrmxd3egm

An Estimation Model of Urban Land Accessibility

Wei Wang, Jian Chen, Zhiyuan Wang, Jun Chen, Wen Cheng, Zihao Zhou
2021 International Journal of Environmental Research and Public Health  
Urban land is rasterized using GIS to obtain the grids, and the road network data are used to calculate the external accessibility and internal accessibility of the grids.  ...  Given that there are no practical quantitative indicators of traffic conditions for facility location selection in the process of urbanization, this article proposes a comprehensive accessibility index  ...  Public Health 2021, 18, Zhicheng's road network model. Figure 7 . 7 Details of Zhicheng's road network model. Figure 7 . 7 Details of Zhicheng's road network model.  ... 
doi:10.3390/ijerph18031258 pmid:33573358 fatcat:frue42yd25cshd7lwr6b4omd3e

Constructing Time‐Scaled Maps: Switzerland from 1950 to 2000†

K. W. Axhausen, C. Dolci, Ph. Fröhlich, M. Scherer, A. Carosio
2008 Transport reviews  
It describes underlying network models and themathematical approach employed for the necessary rescaling.In conclusion, it presents the maps and discusses them.  ...  The paper discusses the construction of a time-scaled maps series for Switzerland documenting the shrinking of the country since 1950.  ...  The changes can be understood at a glance. Geographers and others have developed solutions to this optimisation problem, which will be presented below.  ... 
doi:10.1080/01441640701747451 fatcat:rhehsyfirvfn7c3yxjol7ijqde

Advanced Traffic Management Systems: An Overview and A Development Strategy [article]

M. Shahgholian, D. Gharavian
2018 arXiv   pre-print
This paper initially presents an overview of these four sections, in the end, it proposes a development strategy for the ATMSs.  ...  This approach tries to control the traffic actuators in order to create the maximum capacity for network users.  ...  models leading to non-linear equations on the links Some of the researchers used the Gravity model and some used Gravity-Opportunity (GO) based model for ODM estimation.  ... 
arXiv:1810.02530v1 fatcat:jtqcjefhznfrvc6trreiwk3y6u

Application of Artificial Neural Networks to Streamline the Process of Adaptive Cruise Control

Jiří David, Pavel Brom, František Starý, Josef Bradáč, Vojtěch Dynybyl
2021 Sustainability  
This article deals with the use of neural networks for estimation of deceleration model parameters for the adaptive cruise control unit.  ...  Such a connection using artificial neural networks using modern sensors can be another step towards full vehicle autonomy.  ...  Based on a simplified mathematical model of the process of braking a vehicle in front of an obstacle, a hierarchical neural network is established in the article, which estimates the deceleration parameters  ... 
doi:10.3390/su13084572 fatcat:rig6ebzglbebdeozm3kddhugte

Facility-based planning methodology for rural roads using spatial techniques

Anil Modinpuroju, C. S. R. K. Prasad, Mukesh Chandra
2016 Innovative Infrastructure Solutions  
This paper aims at identifying the roads in a network for upgradation and maintenance based on the pavement and develop a methodology for prioritization of the roads using village facility indices.  ...  Practical applications of the model exhibit significant advantages over the general practices of rural road planning in India.  ...  Makarachi and Tillotson [2] developed a settlement interaction-based model for planning in rural areas using gravity formulae.  ... 
doi:10.1007/s41062-016-0041-8 fatcat:6swx2nsxbbem7ggmfwk6l44zd4
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