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Data Driven Traffic Engineering

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Data Driven Traffic Engineering

Data Driven Traffic Engineering Book
Author : Hubert Rehborn,Micha Koller,Stefan Kaufmann
Publisher : Elsevier
Release : 2020-10-23
ISBN : 0128191392
Language : En, Es, Fr & De

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Book Description :

Data-Driven Traffic Engineering: Understanding of Traffic and Applications Based on Three-Phase Traffic Theory shifts the current focus from using modeling and simulation data for traffic measurements to the use of actual data. The book uses real-world, empirically-derived data from a large fleet of connected vehicles, local observations and aerial observation to shed light on key traffic phenomena. Readers will learn how to develop an understanding of the empirical features of vehicular traffic networks and how to consider these features in emerging, intelligent transport systems. Topics cover congestion patterns, fuel consumption, the influence of weather, and much more. This book offers a unique, data-driven analysis of vehicular traffic in traffic networks, also considering how to apply data-driven insights to the intelligent transport systems of the future. Provides an empirically-driven analysis of traffic measurements/congestion based on real-world data collected from a global fleet of vehicles Applies Kerner’s three-phase traffic theory to empirical data Offers a critical scientific understanding of the underlying concerns of traffic control in automated driving and intelligent transport systems

Data Driven Solutions to Transportation Problems

Data Driven Solutions to Transportation Problems Book
Author : Yinhai Wang,Ziqiang Zeng
Publisher : Elsevier
Release : 2018-12-04
ISBN : 0128170271
Language : En, Es, Fr & De

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Book Description :

Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under connected vehicle environments, urban travel behavior, trajectory data-based travel pattern identification, public transportation analysis, traffic signal control efficiency, optimizing traffic networks network, and much more. Synthesizes the newest developments in data-driven transportation science Includes case studies and examples in each chapter that illustrate the application of methodologies and technologies employed Useful for both theoretical and technically-oriented researchers

Traffic Management and Traffic Engineering for the Future Internet

Traffic Management and Traffic Engineering for the Future Internet Book
Author : Rui Valadas,Paulo Salvador
Publisher : Springer
Release : 2009-09-16
ISBN : 3642045766
Language : En, Es, Fr & De

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Book Description :

This post proeedings volume contains a selection of research contributions presented at FITraMEn 2008, held during December 11-12, 2008 in Porto, Portugal. The papers contained in this book provide a general view of the ongoing research on traffic management and traffic engineering in the Euro-NF Network of Excellence, and give a representative example of the problems currently investigated in this area, that spans topics such as bandwidth allocation and traffic control, statistical analysis, traffic engineering, and optical networks and video communications.

Annual Report

Annual Report Book
Author : University of Minnesota. Intelligent Transportation Systems Institute
Publisher : Unknown
Release : 2008
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Annual Report book written by University of Minnesota. Intelligent Transportation Systems Institute, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Transportation Analytics in the Era of Big Data

Transportation Analytics in the Era of Big Data Book
Author : Satish V. Ukkusuri,Chao Yang
Publisher : Springer
Release : 2018-07-28
ISBN : 3319758624
Language : En, Es, Fr & De

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Book Description :

This book presents papers based on the presentations and discussions at the international workshop on Big Data Smart Transportation Analytics held July 16 and 17, 2016 at Tongji University in Shanghai and chaired by Professors Ukkusuri and Yang. The book is intended to explore a multidisciplinary perspective to big data science in urban transportation, motivated by three critical observations: The rapid advances in the observability of assets, platforms for matching supply and demand, thereby allowing sharing networks previously unimaginable. The nearly universal agreement that data from multiple sources, such as cell phones, social media, taxis and transit systems can allow an understanding of infrastructure systems that is critically important to both quality of life and successful economic competition at the global, national, regional, and local levels. There is presently a lack of unifying principles and methodologies that approach big data urban systems. The workshop brought together varied perspectives from engineering, computational scientists, state and central government, social scientists, physicists, and network science experts to develop a unifying set of research challenges and methodologies that are likely to impact infrastructure systems with a particular focus on transportation issues. The book deals with the emerging topic of data science for cities, a central topic in the last five years that is expected to become critical in academia, industry, and the government in the future. There is currently limited literature for researchers to know the opportunities and state of the art in this emerging area, so this book fills a gap by synthesizing the state of the art from various scholars and help identify new research directions for further study.

Traffic Engineering Handbook

Traffic Engineering Handbook Book
Author : Institute of Transportation Engineers
Publisher : Inst of Transportation Engrs
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

The purpose of this handbook is to collate, in one volume, basic traffic engineering information as a guide to the best practice in the field. It provides a day-to-day source of reference on the principles and proven techniques in the practice of traffic engineering. This fifth edition of the handbook contains the following chapters: (1) Introduction to Traffic Engineering, J.L. Pline; (2) Road Users, R. Dewar; (3) Vehicles, W.D. Glauz and D.W. Harwood; (4) Traffic and Flow Characteristics, M. Kyte and S. Teply; (5) Probability and Statistics for Engineers, S. Washington; (6) Effective Public Involvement, P.B. Noyes; (7) Community Safety, T.S. Bochum and T. Nguyen; (8) Traffic Regulation and Control, K. Kitzpatrick and G. Ullman; (9) Traffic Calming Applications, A.P. O'Brien and R.E. Brindle; (10) Access Management, F.J. Koepke; (11) Geometric Design of Highways, T.R. Neuman and R. Stafford; (12) Traffic Signs and Markings, R.R. Canfield; (13) Traffic Control Signals, R.S. Pusey and G.L. Butzer; (14) Parking and Terminals, W.A. Alroth; (15) Traffic Management, T. Hicks; and (16) Intelligent Transportation Systems, G. Euler.

Data driven Placement of Centroid Connectors in Dynamic Traffic Assignment

Data driven Placement of Centroid Connectors in Dynamic Traffic Assignment Book
Author : Rachel Michelle James
Publisher : Unknown
Release : 2016
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Recent technological advances allows transportation engineering professions to collect, share, and handle unprecedented quantities of data, which has the potential to transform current transportation planning paradigms. In the immediate future, data can be used to improve the precision and capabilities of existing transportation network modeling frameworks. Parcel data is a large, readily available data source that represents the location of public lands, businesses, and residences and is frequently used by government and businesses for land use and zoning decisions. This thesis looks at the viability of using parcel data to inform static traffic assignment (STA) and dynamic traffic assignment (DTA) connector placement in a medium sized network in the Austin, TX region. Simulation-based DTA models are particularly sensitive to the topological detail of the traffic network, including the location of centroid connectors. Traditional centroid connector placement strategies may lead to excessive congestion and unrealistic traffic patterns, while manual network refinement is prohibitive in large regional models. In this thesis, parcel-level data is used to both allocate travel demand between two sub-regions in each considered traffic analysis zone and to select appropriate nodes for the centroid connector placement. Numerical experiments suggest that the proposed approach better approximates both corridor travel times and traffic counts throughout the network, with improvements of more than 40 percent in travel time estimation accuracy, and 12 percent in traffic count estimation. Additionally, the scenarios that best matched count and travel time data were the scenarios that had the highest average parcel density per entry/exit node, indicating that parcel data is an acceptable proxy for high demand points in the network. When applied in STA, the results were not quite as promising. Although this methodology was able to improve the utilization of lower capacity links, the results ultimately did not better resemble volume count data. However, this does represent a simple, transparent, and data-driven approach for centroid connector placement in static traffic assignment that performs as well as traditional methods.

Transportation Research Record

Transportation Research Record Book
Author : Anonim
Publisher : Unknown
Release : 1996
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Transportation Research Record book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Traffic Engineering Control

Traffic Engineering   Control Book
Author : Anonim
Publisher : Unknown
Release : 2001
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Traffic Engineering Control book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

National Conference on Traffic Engineering and Road Safety in India

National Conference on Traffic Engineering and Road Safety in India Book
Author : Anonim
Publisher : Unknown
Release : 2004
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download National Conference on Traffic Engineering and Road Safety in India book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Breakdown in Traffic Networks

Breakdown in Traffic Networks Book
Author : Boris S. Kerner
Publisher : Springer
Release : 2017-05-26
ISBN : 3662544733
Language : En, Es, Fr & De

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Book Description :

This book offers a detailed investigation of breakdowns in traffic and transportation networks. It shows empirically that transitions from free flow to so-called synchronized flow, initiated by local disturbances at network bottlenecks, display a nucleation-type behavior: while small disturbances in free flow decay, larger ones grow further and lead to breakdowns at the bottlenecks. Further, it discusses in detail the significance of this nucleation effect for traffic and transportation theories, and the consequences this has for future automatic driving, traffic control, dynamic traffic assignment, and optimization in traffic and transportation networks. Starting from a large volume of field traffic data collected from various sources obtained solely through measurements in real world traffic, the author develops his insights, with an emphasis less on reviewing existing methodologies, models and theories, and more on providing a detailed analysis of empirical traffic data and drawing consequences regarding the minimum requirements for any traffic and transportation theories to be valid. The book - proves the empirical nucleation nature of traffic breakdown in networks - discusses the origin of the failure of classical traffic and transportation theories - shows that the three-phase theory is incommensurable with the classical traffic theories, and - explains why current state-of-the art dynamic traffic assignments tend to provoke heavy traffic congestion, making it a valuable reference resource for a wide audience of scientists and postgraduate students interested in the fundamental understanding of empirical traffic phenomena and related data-driven phenomenology, as well as for practitioners working in the fields of traffic and transportation engineering.

Computer Image Processing in Traffic Engineering

Computer Image Processing in Traffic Engineering Book
Author : Neil Hoose
Publisher : *Research Studies Press
Release : 1991-05-03
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Describes techniques through which television images of automobile traffic can be analyzed by computers to provide solutions to problems of traffic management or road design. It outlines the current experience of the use of these techniques along with results of the author's own research. Finally, the potential impact of these methods on traffic engineering is discussed.

Smart Transportation Systems 2019

Smart Transportation Systems 2019 Book
Author : Xiaobo Qu,Lu Zhen,Robert J. Howlett,Lakhmi C. Jain
Publisher : Springer
Release : 2019-06-06
ISBN : 9811386838
Language : En, Es, Fr & De

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Book Description :

The book gathers selected papers presented at the KES International Symposium on Smart Transportation Systems (KES-STS 2019). Modern transportation systems have undergone a rapid transformation in recent years. This has produced a range of vehicle technology innovations such as connected vehicles, self-driving cars, electric vehicles, Hyperloop, and even flying cars, and with them, fundamental changes in transport systems around the world. The book discusses current challenges, innovations and breakthroughs in Smart Transportation Systems, as well as transport infrastructure modeling, safety analysis, freeway operations, intersection analysis, and other related cutting-edge topics.

Proceedings of the Annual Meeting of the Institute of Traffic Engineers

Proceedings of the Annual Meeting of the Institute of Traffic Engineers Book
Author : Institute of Traffic Engineers
Publisher : Unknown
Release : 1959
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Proceedings of the Annual Meeting of the Institute of Traffic Engineers book written by Institute of Traffic Engineers, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Applications of Advanced Technologies in Transportation Engineering

Applications of Advanced Technologies in Transportation Engineering Book
Author : Anonim
Publisher : Unknown
Release : 2004
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Fundamentals of Traffic Engineering

Fundamentals of Traffic Engineering Book
Author : Norman Kennedy,Institute of Transportation and Traffic Engineering,James H. Kell,Wolfgang S. Homburger
Publisher : Unknown
Release : 1960
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Fundamentals of Traffic Engineering book written by Norman Kennedy,Institute of Transportation and Traffic Engineering,James H. Kell,Wolfgang S. Homburger, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Microcomputers in Traffic Engineering

Microcomputers in Traffic Engineering Book
Author : W. Young,M. A. P. Taylor,P. G. Gipps
Publisher : Research Studies PressLtd
Release : 1989-06-29
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

An introduction to the application of microcomputers in traffic engineering. Discusses development of computer models and their application to parking lot design, local area traffic modelling, and traffic route design. Addresses all the major issues involved in planning, design, operation, and maintenance of road and traffic systems and associated public transport facilities.

Traffic Engineering

Traffic Engineering Book
Author : Anonim
Publisher : Unknown
Release : 1961
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Traffic Engineering book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

International Conference on Artificial Intelligence Applications in Transportation Engineering

International Conference on Artificial Intelligence Applications in Transportation Engineering Book
Author : Stephen Graham Ritchie,Chris Hendrickson
Publisher : Unknown
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download International Conference on Artificial Intelligence Applications in Transportation Engineering book written by Stephen Graham Ritchie,Chris Hendrickson, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.