Intelligent Transportation Systems Leveraging Next-generation Mobile Devices, Sensors, and Networks

Intelligent Transportation Systems Leveraging Next-generation Mobile Devices, Sensors, and Networks
Author: Jason Hao Gao
Publisher:
Total Pages: 137
Release: 2016
Genre:
ISBN:

Urban transportation is becoming increasingly intelligent and connected, with the potential for high societal, economic, and environmental impact as it changes the way we work and live in cities. Mobile apps today already provide navigation, transit prediction, mobility-on-demand, and other transportation services. Other urban transportation challenges, such as managing traffic congestion with high granularity and wide coverage, accessing real-time transportation and city information on-the-go, and deploying driver-less vehicles at scale, are still difficult to address pervasively because existing approaches require costly and slow-to-deploy infrastructure. Our goal is to leverage the technological and marketplace forces of the mobile revolution to build and rapidly deploy pervasive, widespread, infrastructure-less intelligent transportation systems (ITS) that can address the needs of future smart cities. This thesis presents fully-integrated hardware and software systems with working, phone-based prototype deployments in cities. By focusing on pushing new technologies into the device rather than infrastructure, we can realize future ITS for smart cities more rapidly. Together, these systems enable a foundation for resilient, next-generation ITS apps that blur the line between city and software. In the first part of this thesis, we observe the trend of increasingly diverse and varied wireless communications interfaces available on mobile phones, and design and build a prototype of an 802.11p radio that is suited for the power and size constraints mobile devices, allowing them to communicate directly with each other without routing through a router or cellular network. Our evaluation shows reductions in power consumption of 47-56% compared to an off-the-shelf 802.11p radio, and a significantly reduced system footprint, showing that 802.11p can be integrated as a future wireless communications interface on mobile devices. We then propose and design a future ITS application that leverages device-to-device (D2D) communications to enable highly granular, widespread traffic management in cities: RoadRunner. We evaluate RoadRunner with both simulation studies and an experimental deployment on real vehicles to show that it achieves fine-grained traffic management and reduces traffic congestion, while eliminating the need for the costly and coarse-grained infrastructure of existing traffic management systems. In the second part of this thesis, we observe that mobile computing performance is improving rapidly, and propose that future ITS can eschew the traditional client-server approach and instead leverage the heavy-duty computation and D2D communications on the devices to improve user experience. We propose and design a suitable programming model and framework that seamlessly ties together device-centric computation and communications, allowing mobile app develops to easily develop applications in this proposed paradigm. We build and evaluate this programming framework, DIPLOMA, and an example ITS application on top of it, and demonstrate order-of-magnitude improvements in responsiveness/latency and reduced dependence on infrastructure-centric cellular networking. In the final part of this thesis, we observe that mobile sensing is evolving rapidly and incorporating different sensing modalities. We propose that future ITS can use new sensors, such as laser distance sensors, by leveraging heavy-duty mobile computing performance, and design a low-cost laser distance sensor on a mobile phone. We build and evaluate our laser distance sensor in real-world conditions and on autonomous vehicles, and show that our prototype achieves performance suitable for collision avoidance for driver-less vehicles operating at up to 15-18 km/h, costs a fraction of the cost of other comparable laser distance sensors, and straightforwardly leverages improvements in mobile computing performance.

Global Advancements in Connected and Intelligent Mobility: Emerging Research and Opportunities

Global Advancements in Connected and Intelligent Mobility: Emerging Research and Opportunities
Author: Outay, Fatma
Publisher: IGI Global
Total Pages: 278
Release: 2019-07-05
Genre: Transportation
ISBN: 1522590218

Vehicle accidents on the roads and highways occur every minute of every day, most often resulting in a loss of life or property damage. With advancing technology, vehicle infrastructure integration can increase road safety and transport efficiency through wireless sensor communications and other systems. These recent developments can bring inestimable economic value and will play a role in the next generation of vehicle products and traffic safety. Global Advancements in Connected and Intelligent Mobility: Emerging Research and Opportunities is an essential reference source that discusses the recent advances, safety, and efficiency in connected vehicles, as well as the next generation of communication network development. Featuring research on topics such as vehicular networks, telematics, and context-aware intelligence, this book is ideally designed for policymakers, traffic safety specialists, traffic control technicians, auto technicians, planning agencies, environmental managers, standardization governors, academicians, students, researchers, and industry practitioners seeking coverage on intelligent transportation systems.

Intelligent Vehicular Networks and Communications

Intelligent Vehicular Networks and Communications
Author: Anand Paul
Publisher: Elsevier
Total Pages: 244
Release: 2016-09-02
Genre: Transportation
ISBN: 0128095466

Intelligent Vehicular Network and Communications: Fundamentals, Architectures and Solutions begins with discussions on how the transportation system has transformed into today’s Intelligent Transportation System (ITS). It explores the design goals, challenges, and frameworks for modeling an ITS network, discussing vehicular network model technologies, mobility management architectures, and routing mechanisms and protocols. It looks at the Internet of Vehicles, the vehicular cloud, and vehicular network security and privacy issues. The book investigates cooperative vehicular systems, a promising solution for addressing current and future traffic safety needs, also exploring cooperative cognitive intelligence, with special attention to spectral efficiency, spectral scarcity, and high mobility. In addition, users will find a thorough examination of experimental work in such areas as Controller Area Network protocol and working function of On Board Unit, as well as working principles of roadside unit and other infrastructural nodes. Finally, the book examines big data in vehicular networks, exploring various business models, application scenarios, and real-time analytics, concluding with a look at autonomous vehicles. Proposes cooperative, cognitive, intelligent vehicular networks Examines how intelligent transportation systems make more efficient transportation in urban environments Outlines next generation vehicular networks technology

Intelligent Transport Systems

Intelligent Transport Systems
Author: Asier Perallos
Publisher: John Wiley & Sons
Total Pages: 376
Release: 2015-09-28
Genre: Technology & Engineering
ISBN: 1118894758

The book provides a systematic overview of Intelligent Transportation Systems (ITS). First, it includes an insight into the reference architectures developed within the main EU research projects. Then, it delves into each of the layers of such architectures, from physical to application layer, describing the technological issues which are being currently faced by some of the most important ITS research groups. The book concludes with some end user services and applications deployed by industrial partners. This book is a well-balanced combination of academic contributions and industrial applications in the field of Intelligent Transportation Systems. The most representative technologies and research results achieved by some of the most relevant research groups working on ITS, collated to show the chances of generating industrial solutions to be deployed in real transportation environments.

The Future of Intelligent Transport Systems

The Future of Intelligent Transport Systems
Author: George J. Dimitrakopoulos
Publisher: Elsevier
Total Pages: 274
Release: 2020-02-19
Genre: Transportation
ISBN: 0128182822

The Future of Intelligent Transport Systems considers ITS from three perspectives: users, business models and regulation/policy. Topics cover in-vehicle applications, such as autonomous driving, vehicle-to-vehicle/vehicle-to-infrastructure communication, and related applications, such as personalized mobility. The book also examines ITS technology enablers, such as sensing technologies, wireless communication, computational technology, user behavior as part of the transportation chain, financial models that influence ITS, regulations, policies and standards affecting ITS, and the future of ITS applications. Users will find a holistic approach to the most recent technological advances and the future spectrum of mobility. Systematically presents the whole spectrum of next generation Intelligent Transport Systems (ITS) technologies Integrates coverage of personalized mobility and digital assistants, big data analytics and autonomous driving Includes end-of-chapter, open-ended questions that trigger thinking on the technological, managerial and regulatory aspects of ITS

Intelligent Transport Systems for Everyone’s Mobility

Intelligent Transport Systems for Everyone’s Mobility
Author: Tsunenori Mine
Publisher: Springer
Total Pages: 471
Release: 2019-07-17
Genre: Science
ISBN: 9811374341

This book presents the latest, most interesting research efforts regarding Intelligent Transport System (ITS) technologies, from theory to practice. The book’s main theme is “Mobility for everyone by ITS”; accordingly, it gathers a range of contributions on human-centered factors in the use or development of ITS technologies, infrastructures, and applications. Each of these contributions proposes a novel method for ITS and discusses the method on the basis of case studies conducted in the Asia-Pacific region. The book are roughly divided into four general categories: 1) Safe and Secure Society, 2) ITS-Based Smart Mobility, 3) Next-Generation Mobility, and 4) Infrastructure Technologies for Practical ITS. In these categories, several key topics are touched on with each other such as driver assistance and behavior analysis, traffic accident and congestion management, vehicle flow management at large events, automated or self-driving vehicles, V2X technologies, next-generation public transportation systems, and intelligent transportation systems made possible by big data analysis. In addition, important current and future ITS-related problems are discussed, taking into account many case studies that have been conducted in this regard.

Intelligent Transportation Systems

Intelligent Transportation Systems
Author: Paolo Pagano
Publisher: CRC Press
Total Pages: 156
Release: 2016-12-01
Genre: Science
ISBN: 1315353725

Intelligent Transport Systems (ITS) are the way forward for sustainable growth of mobility at all levels (local, regional, national, transnational). The book reviews the current status of Research & Development. It includes connected (and autonomous) cars and buses, real-world large-scale field trials, data analysis and assessment of technological solutions. Standards and normative aspects in the domain of Electronic Fee Collection and Cooperative Systems oriented to probe data collection, safety and non-safety critical applications in vehicular networks, are studied. The book provides the rational, perspectives, and technical issues for the implementation of ITS solutions in a genuine inter-modal scenario, taking the example of a Mediterranean seaport, actively involved in testing and validation of ITS standards. The novelty of this book is that it covers R&D, standards, and pilots, all under one cover. Rather than stressing the novelty in ICT, the authors have presented the need for system-level integration, assessment of existing (standard) solutions, and piloting experiments in real-world industrial scenarios.

Next Generation Internet of Things – Distributed Intelligence at the Edge and Human-Machine Interactions

Next Generation Internet of Things – Distributed Intelligence at the Edge and Human-Machine Interactions
Author: Ovidiu Vermesan
Publisher: CRC Press
Total Pages: 220
Release: 2022-09-01
Genre: Science
ISBN: 1000796574

This book provides an overview of the next generation Internet of Things (IoT), ranging from research, innovation, development priorities, to enabling technologies in a global context. It is intended as a standalone in a series covering the activities of the Internet of Things European Research Cluster (IERC), including research, technological innovation, validation, and deployment.The following chapters build on the ideas put forward by the European Research Cluster, the IoT European Platform Initiative (IoT–EPI), the IoT European Large-Scale Pilots Programme and the IoT European Security and Privacy Projects, presenting global views and state-of-the-art results regarding the next generation of IoT research, innovation, development, and deployment.The IoT and Industrial Internet of Things (IIoT) are evolving towards the next generation of Tactile IoT/IIoT, bringing together hyperconnectivity (5G and beyond), edge computing, Distributed Ledger Technologies (DLTs), virtual/ andaugmented reality (VR/AR), and artificial intelligence (AI) transformation.Following the wider adoption of consumer IoT, the next generation of IoT/IIoT innovation for business is driven by industries, addressing interoperability issues and providing new end-to-end security solutions to face continuous treats.The advances of AI technology in vision, speech recognition, natural language processing and dialog are enabling the development of end-to-end intelligent systems encapsulating multiple technologies, delivering services in real-time using limited resources. These developments are focusing on designing and delivering embedded and hierarchical AI solutions in IoT/IIoT, edge computing, using distributed architectures, DLTs platforms and distributed end-to-end security, which provide real-time decisions using less data and computational resources, while accessing each type of resource in a way that enhances the accuracy and performance of models in the various IoT/IIoT applications.The convergence and combination of IoT, AI and other related technologies to derive insights, decisions and revenue from sensor data provide new business models and sources of monetization. Meanwhile, scalable, IoT-enabled applications have become part of larger business objectives, enabling digital transformation with a focus on new services and applications.Serving the next generation of Tactile IoT/IIoT real-time use cases over 5G and Network Slicing technology is essential for consumer and industrial applications and support reducing operational costs, increasing efficiency and leveraging additional capabilities for real-time autonomous systems.New IoT distributed architectures, combined with system-level architectures for edge/fog computing, are evolving IoT platforms, including AI and DLTs, with embedded intelligence into the hyperconnectivity infrastructure.The next generation of IoT/IIoT technologies are highly transformational, enabling innovation at scale, and autonomous decision-making in various application domains such as healthcare, smart homes, smart buildings, smart cities, energy, agriculture, transportation and autonomous vehicles, the military, logistics and supply chain, retail and wholesale, manufacturing, mining and oil and gas.

Intelligent Transportation Systems: Theory and Practice

Intelligent Transportation Systems: Theory and Practice
Author: Amit Kumar Tyagi
Publisher: Springer Nature
Total Pages: 407
Release: 2022-11-25
Genre: Technology & Engineering
ISBN: 9811976228

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 Systems, From Research and Development to the Market Uptake

Intelligent Transport Systems, From Research and Development to the Market Uptake
Author: Joao Carlos Ferreira
Publisher: Springer
Total Pages: 176
Release: 2019-02-21
Genre: Computers
ISBN: 3030147576

This book constitutes the proceedings of the Second EAI International Conference on Intelligent Transport Systems, INTSYS 2108, which was held in Guimarães, Portugal, in November 2018. The 11 revised full papers were selected from 16 submissions and are organized in four thematic sessions on parking and collaborative approaches, case studies and simulation, mobility and planning, and Future 5V.