Computing In Intelligent Transportation Systems

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Computing in Intelligent Transportation Systems

Archana Naganathan,Niresh Jayarajan,Mamun Bin Ibne Reaz
Computing in Intelligent Transportation Systems Book PDF

Author : Archana Naganathan,Niresh Jayarajan,Mamun Bin Ibne Reaz
Publisher : Springer Nature
Page : 115 pages
File Size : 46,6 Mb
Release : 2023-09-24
Category : Technology & Engineering
ISBN : 9783031386695

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Computing in Intelligent Transportation Systems by Archana Naganathan,Niresh Jayarajan,Mamun Bin Ibne Reaz Pdf

This book presents various application areas of computing in the automotive sector. The authors explain how computing enhances the performance of vehicles, covering the applications of computing in smart transportation and the future scope. The authors focus on computing for vehicle safety in conjunction with the latest technologies in Internet of Things (IoT). The book provides a holistic approach to computing in an inter-disciplinary and unified view. Topics covered include driverless automated navigation systems, smart transportation, self-learning systems, in-vehicle intelligent systems, and off-road vehicle diagnosis and maintenance, among others. The authors include simulated examples and case studies for better understanding of the technologies and applications. The book is intended for a wide range of readers from students to researchers and industry practitioners and is a useful resource for those planning to pursue research in the area of computing and autonomous driving vehicles.

IoT and Cloud Computing Advancements in Vehicular Ad-Hoc Networks

Rao, Ram Shringar,Jain, Vishal,Kaiwartya, Omprakash,Singh, Nanhay
IoT and Cloud Computing Advancements in Vehicular Ad Hoc Networks Book PDF

Author : Rao, Ram Shringar,Jain, Vishal,Kaiwartya, Omprakash,Singh, Nanhay
Publisher : IGI Global
Page : 339 pages
File Size : 46,7 Mb
Release : 2020-03-20
Category : Computers
ISBN : 9781799825722

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IoT and Cloud Computing Advancements in Vehicular Ad-Hoc Networks by Rao, Ram Shringar,Jain, Vishal,Kaiwartya, Omprakash,Singh, Nanhay Pdf

The optimization of traffic management operations has become a considerable challenge in today’s global scope due to the significant increase in the number of vehicles, traffic congestions, and automobile accidents. Fortunately, there has been substantial progress in the application of intelligent computing devices to transportation processes. Vehicular ad-hoc networks (VANETs) are a specific practice that merges the connectivity of wireless technologies with smart vehicles. Despite its relevance, empirical research is lacking on the developments being made in VANETs and how certain intelligent technologies are being applied within transportation systems. IoT and Cloud Computing Advancements in Vehicular Ad-Hoc Networks provides emerging research exploring the theoretical and practical aspects of intelligent transportation systems and analyzing the modern techniques that are being applied to smart vehicles through cloud technology. Featuring coverage on a broad range of topics such as health monitoring, node localization, and fault tolerance, this book is ideally designed for network designers, developers, analysists, IT specialists, computing professionals, researchers, academics, and post-graduate students seeking current research on emerging computing concepts and developments in vehicular ad-hoc networks.

Data Analytics for Intelligent Transportation Systems

Mashrur Chowdhury,Amy Apon,Kakan Dey
Data Analytics for Intelligent Transportation Systems Book PDF

Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
Publisher : Elsevier
Page : 344 pages
File Size : 46,7 Mb
Release : 2017-04-05
Category : Business & Economics
ISBN : 9780128098516

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Data Analytics for Intelligent Transportation Systems by Mashrur Chowdhury,Amy Apon,Kakan Dey Pdf

Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. Users will learn how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. Includes case studies in each chapter that illustrate the application of concepts covered Presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies Contains contributors from both leading academic and commercial researchers Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications

Intelligent Transportation Systems: Theory and Practice

Amit Kumar Tyagi,Niladhuri Sreenath
Intelligent Transportation Systems Theory and Practice Book PDF

Author : Amit Kumar Tyagi,Niladhuri Sreenath
Publisher : Springer Nature
Page : 407 pages
File Size : 40,7 Mb
Release : 2022-11-25
Category : Technology & Engineering
ISBN : 9789811976223

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Intelligent Transportation Systems: Theory and Practice by Amit Kumar Tyagi,Niladhuri Sreenath Pdf

This book provides fundamental principles of intelligent transport systems with comprehensive insight and state of the art of vehicles, vehicular technology, connecting vehicles, and intelligent vehicles/autonomous intelligent vehicles. The book discusses different approaches for multiple sensor-based multiple-objects tracking, in addition to blockchain-based solutions for building tamper-proof sensing devices. It introduces various algorithms for security, privacy, and trust for intelligent vehicles. This book countermeasures all the drawbacks and provides useful information to students, researchers, and scientific communities. It contains chapters from national and international experts and will be essential for researchers and advanced students from academia, and industry experts who are working on intelligent transportation systems.

Intelligent Transport System in Smart Cities

Rodolfo I. Meneguette,Robson E. De Grande,Antonio A. F. Loureiro
Intelligent Transport System in Smart Cities Book PDF

Author : Rodolfo I. Meneguette,Robson E. De Grande,Antonio A. F. Loureiro
Publisher : Springer
Page : 182 pages
File Size : 52,7 Mb
Release : 2018-08-25
Category : Computers
ISBN : 9783319933320

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Intelligent Transport System in Smart Cities by Rodolfo I. Meneguette,Robson E. De Grande,Antonio A. F. Loureiro Pdf

This book presents a timely description of currently used and proposed technologies that involve the intelligent transport system to assist the manager of large cities. Therefore, it describes all concepts and technologies that address the challenges, bringing up a top-down approach, which begins from the vehicular network and central infrastructure to a distributed structure. For scientists and researchers, this book will bring together the state-of-the-art of the main techniques that involve intelligent transport systems to assist the manager of big cities. For practitioners and professionals, this book will describe techniques which can be put into practice and use to aid the development of new applications and services. Concerning postgraduate students, this book will provide highlights of main concerns and concepts and explain techniques that can assist students to identify challenges that they can explore, contribute to, and advance the current status of technology.

Computer Vision and Imaging in Intelligent Transportation Systems

Robert P. Loce,Raja Bala,Mohan Trivedi
Computer Vision and Imaging in Intelligent Transportation Systems Book PDF

Author : Robert P. Loce,Raja Bala,Mohan Trivedi
Publisher : John Wiley & Sons
Page : 432 pages
File Size : 55,9 Mb
Release : 2017-03-20
Category : Technology & Engineering
ISBN : 9781118971642

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Computer Vision and Imaging in Intelligent Transportation Systems by Robert P. Loce,Raja Bala,Mohan Trivedi Pdf

Acts as single source reference providing readers with an overview of how computer vision can contribute to the different applications in the field of road transportation This book presents a survey of computer vision techniques related to three key broad problems in the roadway transportation domain: safety, efficiency, and law enforcement. The individual chapters present significant applications within those problem domains, each presented in a tutorial manner, describing the motivation for and benefits of the application, and a description of the state of the art. Key features: Surveys the applications of computer vision techniques to road transportation system for the purposes of improving safety and efficiency and to assist law enforcement. Offers a timely discussion as computer vision is reaching a point of being useful in the field of transportation systems. Available as an enhanced eBook with video demonstrations to further explain the concepts discussed in the book, as well as links to publically available software and data sets for testing and algorithm development. The book will benefit the many researchers, engineers and practitioners of computer vision, digital imaging, automotive and civil engineering working in intelligent transportation systems. Given the breadth of topics covered, the text will present the reader with new and yet unconceived possibilities for application within their communities.

Information Technology and Intelligent Transportation Systems

Valentina Emilia Balas,Lakhmi C. Jain,Xiangmo Zhao
Information Technology and Intelligent Transportation Systems Book PDF

Author : Valentina Emilia Balas,Lakhmi C. Jain,Xiangmo Zhao
Publisher : Springer
Page : 573 pages
File Size : 47,9 Mb
Release : 2016-11-05
Category : Technology & Engineering
ISBN : 9783319387710

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Information Technology and Intelligent Transportation Systems by Valentina Emilia Balas,Lakhmi C. Jain,Xiangmo Zhao Pdf

This volume includes the proceedings of the 2015 International Conference on Information Technology and Intelligent Transportation Systems (ITITS 2015) which was held in Xi’an on December 12-13, 2015. The conference provided a platform for all professionals and researchers from industry and academia to present and discuss recent advances in the field of Information Technology and Intelligent Transportation Systems. The presented information technologies are connected to intelligent transportation systems including wireless communication, computational technologies, floating car data/floating cellular data, sensing technologies, and video vehicle detection. The articles focusing on intelligent transport systems vary in the technologies applied, from basic management systems to more application systems including topics such as emergency vehicle notification systems, automatic road enforcement, collision avoidance systems and some cooperative systems. The conference hosted 12 invited speakers and over 200 participants. Each paper was under double peer reviewed by at least 3 reviewers. This proceedings are sponsored by Shaanxi Computer Society and co-sponsored by Chang’an University, Xi’an University of Technology, Northwestern Poly-technical University, CAS, Shaanxi Sirui Industries Co., LTD.

Fog and Edge Computing

Rajkumar Buyya,Satish Narayana Srirama
Fog and Edge Computing Book PDF

Author : Rajkumar Buyya,Satish Narayana Srirama
Publisher : John Wiley & Sons
Page : 466 pages
File Size : 53,8 Mb
Release : 2019-01-04
Category : Technology & Engineering
ISBN : 9781119525066

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Fog and Edge Computing by Rajkumar Buyya,Satish Narayana Srirama Pdf

A comprehensive guide to Fog and Edge applications, architectures, and technologies Recent years have seen the explosive growth of the Internet of Things (IoT): the internet-connected network of devices that includes everything from personal electronics and home appliances to automobiles and industrial machinery. Responding to the ever-increasing bandwidth demands of the IoT, Fog and Edge computing concepts have developed to collect, analyze, and process data more efficiently than traditional cloud architecture. Fog and Edge Computing: Principles and Paradigms provides a comprehensive overview of the state-of-the-art applications and architectures driving this dynamic field of computing while highlighting potential research directions and emerging technologies. Exploring topics such as developing scalable architectures, moving from closed systems to open systems, and ethical issues rising from data sensing, this timely book addresses both the challenges and opportunities that Fog and Edge computing presents. Contributions from leading IoT experts discuss federating Edge resources, middleware design issues, data management and predictive analysis, smart transportation and surveillance applications, and more. A coordinated and integrated presentation of topics helps readers gain thorough knowledge of the foundations, applications, and issues that are central to Fog and Edge computing. This valuable resource: Provides insights on transitioning from current Cloud-centric and 4G/5G wireless environments to Fog Computing Examines methods to optimize virtualized, pooled, and shared resources Identifies potential technical challenges and offers suggestions for possible solutions Discusses major components of Fog and Edge computing architectures such as middleware, interaction protocols, and autonomic management Includes access to a website portal for advanced online resources Fog and Edge Computing: Principles and Paradigms is an essential source of up-to-date information for systems architects, developers, researchers, and advanced undergraduate and graduate students in fields of computer science and engineering.

Explainable Artificial Intelligence for Intelligent Transportation Systems

Amina Adadi,Afaf Bouhoute
Explainable Artificial Intelligence for Intelligent Transportation Systems Book PDF

Author : Amina Adadi,Afaf Bouhoute
Publisher : CRC Press
Page : 328 pages
File Size : 50,5 Mb
Release : 2023-10-20
Category : Technology & Engineering
ISBN : 9781000968477

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Explainable Artificial Intelligence for Intelligent Transportation Systems by Amina Adadi,Afaf Bouhoute Pdf

Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Transportation Systems (ITS) field is no exception. While ML, especially deep learning models, achieve great performance in terms of accuracy, the outcomes provided are not amenable to human scrutiny and can hardly be explained. This can be very problematic, especially for systems of a safety-critical nature such as transportation systems. Explainable AI (XAI) methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. FEATURES: Provides the necessary background for newcomers to the field (both academics and interested practitioners) Presents a timely snapshot of explainable and interpretable models in ITS applications Discusses ethical, societal, and legal implications of adopting XAI in the context of ITS Identifies future research directions and open problems

Big Data Transportation Systems

Guanghui Zhao,Gusheng Zhu
Big Data Transportation Systems Book PDF

Author : Guanghui Zhao,Gusheng Zhu
Publisher : World Scientific
Page : 352 pages
File Size : 44,6 Mb
Release : 2021-07-02
Category : Technology & Engineering
ISBN : 9789811236013

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Big Data Transportation Systems by Guanghui Zhao,Gusheng Zhu Pdf

This book is designed as a popular science book on big data analytics in intelligent transportation systems. It aims to provide an introduction to big-data transportation starting from an overview on the development of big data transportation in various countries. This is followed by a discussion on the blueprint strategies of big data transportation which include innovative models, planning, transportation logistics, and application case studies. Finally, the book discusses applications of big data transportation platforms.

Information Technology and Intelligent Transportation Systems

L.C. Jain,X. Zhao,V.E. Balas
Information Technology and Intelligent Transportation Systems Book PDF

Author : L.C. Jain,X. Zhao,V.E. Balas
Publisher : IOS Press
Page : 226 pages
File Size : 51,5 Mb
Release : 2020-03-18
Category : Computers
ISBN : 9781643680613

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Information Technology and Intelligent Transportation Systems by L.C. Jain,X. Zhao,V.E. Balas Pdf

Intelligent transport systems, from basic management systems to more application-oriented systems, vary in the technologies they apply. Information technologies, including wireless communication, are important in intelligent transportation systems, as are computational technologies: floating car data/floating cellular data, sensing technologies, and video vehicle detection. Theoretical and application technologies, such as emergency vehicle notification systems, automatic road enforcement and collision avoidance systems, as well as some cooperative systems are also used in intelligent transportation systems. This book presents papers selected from the 128 submissions in the field of information technology and intelligent transportation systems received from 5 countries. In December 2019 Chang’an University organized a round-table meeting to discuss and score the technical merits of each selected paper, of which 23 are included in this book. Providing a current overview of the subject, the book will be of interest to all those working in the field of intelligent transportation systems and traffic management.

Intelligent Transportation Systems

Sumit Ghosh,Tony Lee,Tony S. Lee
Intelligent Transportation Systems Book PDF

Author : Sumit Ghosh,Tony Lee,Tony S. Lee
Publisher : CRC Press
Page : 188 pages
File Size : 47,6 Mb
Release : 2000-01-27
Category : Technology & Engineering
ISBN : 9780203009949

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Intelligent Transportation Systems by Sumit Ghosh,Tony Lee,Tony S. Lee Pdf

For many transportation systems, the cost of expanding the infrastructure is too high. Therefore, engineers must shift their focus to improving the quality of transportation within the existing infrastructure. Focusing on highway and railway systems, Intelligent Transportation Systems: New Principles and Architectures provides a radically different

Applications of Agent Technology in Traffic and Transportation

Franziska Klügl,Ana Bazzan,Sascha Ossowski
Applications of Agent Technology in Traffic and Transportation Book PDF

Author : Franziska Klügl,Ana Bazzan,Sascha Ossowski
Publisher : Springer Science & Business Media
Page : 209 pages
File Size : 51,8 Mb
Release : 2006-03-30
Category : Computers
ISBN : 9783764373634

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Applications of Agent Technology in Traffic and Transportation by Franziska Klügl,Ana Bazzan,Sascha Ossowski Pdf

Building effective and user-friendly transportation systems is one of the big challenges for engineers in the 21st century. There is an increasing need to understand, model, and govern such systems at both, the individual and the society level. Traffic and transportation scenarios are extraordinarily appealing for Distributed Artificial Intelligence, and (multi-)agent technology in particular. This book gives an overview of recent advances in agent-based transportation systems.

Information Technology and Intelligent Transportation Systems

V.E. Balas,L.C. Jain,X. Zhao
Information Technology and Intelligent Transportation Systems Book PDF

Author : V.E. Balas,L.C. Jain,X. Zhao
Publisher : IOS Press
Page : 616 pages
File Size : 54,7 Mb
Release : 2017-08-18
Category : Computers
ISBN : 9781614997856

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Information Technology and Intelligent Transportation Systems by V.E. Balas,L.C. Jain,X. Zhao Pdf

Intelligent transport systems are on the increase. They employ a variety of technologies, from basic management systems to more advanced application systems, with information technology – including wireless communication, computational technologies, floating car data/cellular data such as sensing technologies and video vehicle detection – playing a major role. This book presents the proceedings of the 2nd International Conference on Information Technology and Intelligent Transportation Systems (ITITS 2017), held in Xi’an, People's Republic of China, in June 2017. The conference provides a platform for professionals and researchers from industry and academia to present and discuss recent advances in the field of information technology and intelligent transportation systems; organizations and researchers involved in these fields, including distinguished academics from around the world, explore theoretical and applied topics such as emergency vehicle notification systems, automatic road enforcement, collision avoidance systems and cooperative systems. ITITS 2017 received more than 200 papers from 4 countries, and the 65 accepted papers appear in this book, which will be of interest to all those involved with the development of intelligent transport systems.

Information Technology and Intelligent Transportation Systems

Valentina Emilia Balas,Lakhmi C. Jain,Xiangmo Zhao
Information Technology and Intelligent Transportation Systems Book PDF

Author : Valentina Emilia Balas,Lakhmi C. Jain,Xiangmo Zhao
Publisher : Springer
Page : 728 pages
File Size : 49,7 Mb
Release : 2016-11-08
Category : Technology & Engineering
ISBN : 9783319387895

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Information Technology and Intelligent Transportation Systems by Valentina Emilia Balas,Lakhmi C. Jain,Xiangmo Zhao Pdf

This volume includes the proceedings of the 2015 International Conference on Information Technology and Intelligent Transportation Systems (ITITS 2015) which was held in Xi’an on December 12-13, 2015. The conference provided a platform for all professionals and researchers from industry and academia to present and discuss recent advances in the field of Information Technology and Intelligent Transportation Systems. The presented information technologies are connected to intelligent transportation systems including wireless communication, computational technologies, floating car data/floating cellular data, sensing technologies, and video vehicle detection. The articles focusing on intelligent transport systems vary in the technologies applied, from basic management systems to more application systems including topics such as emergency vehicle notification systems, automatic road enforcement, collision avoidance systems and some cooperative systems. The conference hosted 12 invited speakers and over 200 participants. Each paper was under double peer reviewed by at least 3 reviewers. This proceedings are sponsored by Shaanxi Computer Society and co-sponsored by Chang’an University, Xi’an University of Technology, Northwestern Poly-technical University, CAS, Shaanxi Sirui Industries Co., LTD.