A Clustering-based Multi-channel Vehicle-to-vehicle (V2V) Communication System

A Clustering-based Multi-channel Vehicle-to-vehicle (V2V) Communication System PDF Author: Ranran Ding
Publisher:
ISBN:
Category :
Languages : en
Pages : 83

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Book Description
For any type of transportation system, traffic safety is a global concerned issue that attracts the most attentions. Within the U.S only, millions of crashes happen every year, leaving tons of deaths and tremendous economic losses. Therefore, considerable efforts from research institutes, governments, and industry have been undertaken to reduce or even eliminate traffic accidents. Intelligent Transportation System (ITS) has been developed to enhance traffic safety by using Vehicle-to-Vehicle (V2V) or Vehicle-to-Roadside (V2R) communications. ITS allows a vehicles that equipped with wireless communication devices to exchange information with its neighbors or roadside data centers. That is to say, vehicles are no longer isolated, but can make up Vehicular Ad Hoc Networks (VANETs), a special form of Mobile Ad Hoc Networks (MANETs), which allow inter-vehicle communications. VANETs make "smart vehicle", which is able to avoid traffic accident spontaneously, become possible. However, numbers of challenges are faced by researchers to make the VANET efficient and feasible enough in the real-world circumstance. One of the primary challenges of current VANETs study is to achieve real-time information exchange among vehicles for enhancing traffic safety. To achieve this goal, information dissemination requires timely and lossless wireless medium access, which brings new difficulties to the design of MAC (Medium Access Control) protocols. In this thesis, we propose a clustering-based multi-channel V2V communication system to provide traffic accident avoidance mechanism. In the proposed system, vehicles are self-organized into different clusters, and the traditional single common medium in a MANET has been divided into multiple control channels and a single data channel. Since a GPS (Global Positioning System) is easy to equip into a vehicle and provide synchronized standard time, infrastructure-based TDMA/CDMA (Time Division Multiple Access/Code Division Multiple Access) technique is adopted for intra-cluster and inter-cluster data communications. For the control channels, a contention-based IEEE 802.11 MAC protocol is utilized to coordinate the medium access in a fully distributed manner. A novel TDMA/CDMA hybrid MAC protocol is designed for the data channel to achieve low transmission delay. Another contribution of this research work is the systematic study of the highway traffic model. To the best of our knowledge, most V2V communication systems proposed so far were built on an extremely simple highway model, which means not feasible in the real world. However, the highway traffic model designed in this research work is based on the real-world environment, whose vehicles are allowed to performance real driving behaviors. This advanced highway traffic model makes our proposed V2V communication system can be used in any type of road condition. A sophisticated event-driven simulator has been developed by C++ language. The system is evaluated by extensive simulations. The simulation results show that the proposed system can provide better performance for safety supporting than most existing schemes.

A Clustering-based Multi-channel Vehicle-to-vehicle (V2V) Communication System

A Clustering-based Multi-channel Vehicle-to-vehicle (V2V) Communication System PDF Author: Ranran Ding
Publisher:
ISBN:
Category :
Languages : en
Pages : 83

Get Book Here

Book Description
For any type of transportation system, traffic safety is a global concerned issue that attracts the most attentions. Within the U.S only, millions of crashes happen every year, leaving tons of deaths and tremendous economic losses. Therefore, considerable efforts from research institutes, governments, and industry have been undertaken to reduce or even eliminate traffic accidents. Intelligent Transportation System (ITS) has been developed to enhance traffic safety by using Vehicle-to-Vehicle (V2V) or Vehicle-to-Roadside (V2R) communications. ITS allows a vehicles that equipped with wireless communication devices to exchange information with its neighbors or roadside data centers. That is to say, vehicles are no longer isolated, but can make up Vehicular Ad Hoc Networks (VANETs), a special form of Mobile Ad Hoc Networks (MANETs), which allow inter-vehicle communications. VANETs make "smart vehicle", which is able to avoid traffic accident spontaneously, become possible. However, numbers of challenges are faced by researchers to make the VANET efficient and feasible enough in the real-world circumstance. One of the primary challenges of current VANETs study is to achieve real-time information exchange among vehicles for enhancing traffic safety. To achieve this goal, information dissemination requires timely and lossless wireless medium access, which brings new difficulties to the design of MAC (Medium Access Control) protocols. In this thesis, we propose a clustering-based multi-channel V2V communication system to provide traffic accident avoidance mechanism. In the proposed system, vehicles are self-organized into different clusters, and the traditional single common medium in a MANET has been divided into multiple control channels and a single data channel. Since a GPS (Global Positioning System) is easy to equip into a vehicle and provide synchronized standard time, infrastructure-based TDMA/CDMA (Time Division Multiple Access/Code Division Multiple Access) technique is adopted for intra-cluster and inter-cluster data communications. For the control channels, a contention-based IEEE 802.11 MAC protocol is utilized to coordinate the medium access in a fully distributed manner. A novel TDMA/CDMA hybrid MAC protocol is designed for the data channel to achieve low transmission delay. Another contribution of this research work is the systematic study of the highway traffic model. To the best of our knowledge, most V2V communication systems proposed so far were built on an extremely simple highway model, which means not feasible in the real world. However, the highway traffic model designed in this research work is based on the real-world environment, whose vehicles are allowed to performance real driving behaviors. This advanced highway traffic model makes our proposed V2V communication system can be used in any type of road condition. A sophisticated event-driven simulator has been developed by C++ language. The system is evaluated by extensive simulations. The simulation results show that the proposed system can provide better performance for safety supporting than most existing schemes.

Vehicle-to-Vehicle and Vehicle-to-Infrastructure Communications

Vehicle-to-Vehicle and Vehicle-to-Infrastructure Communications PDF Author: Fei Hu
Publisher: CRC Press
ISBN: 1351782320
Category : Computers
Languages : en
Pages : 363

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Book Description
This book focuses on the most critical technical aspects of vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communications. It covers the smart city concept and architecture and explains how V2V and V2I fit into it. It describes the wireless communication protocols for V2V and V2I. It then explains the hardware design process for vehicle communication transceiver and antenna systems. It explains next-generation wireless technologies and their requirements for vehicle communication protocols. Case studies provide the latest V2V and V2I commercial design details. Finally, it describes how to implement vehicle communication protocol from practical hardware design angle.

Machine Learning for Networking

Machine Learning for Networking PDF Author: Éric Renault
Publisher: Springer Nature
ISBN: 3031361830
Category : Computers
Languages : en
Pages : 190

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Book Description
This book constitutes the post-conference proceedings of the 5th International Conference on Machine Learning for Networking, MLN 2022, held in Paris, France, November 28–30, 2022. The 12 full papers presented in this book were carefully reviewed and selected from 27 submissions. The papers present novel ideas, results, experiences and work-in-process on all aspects of Machine Learning and Networking.

Conceptual Modeling

Conceptual Modeling PDF Author: Paolo Atzeni
Publisher: Springer
ISBN: 3642340024
Category : Computers
Languages : en
Pages : 608

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Book Description
This book constitutes the refereed proceedings of the 31st International Conference on Conceptual Modeling, ER 2012, held in Florence, Italy, in October 2012. The 24 regular papers presented together with 13 short papers, 6 poster papers and 3 keynotes were carefully reviewed and selected from 141 submissions. The papers are organized in topical sections on understandability and cognitive approaches; conceptual modeling for datawarehousing and business intelligence; extraction, discovery and clustering; search and documents; data and process modeling; ontology based approaches; variability and evolution; adaptation, preferences and query refinement; queries, matching and topic search; and conceptual modeling in action.

V2V/V2I Communications for Improved Road Safety and Efficiency

V2V/V2I Communications for Improved Road Safety and Efficiency PDF Author: Ronald K Jurgen
Publisher: SAE International
ISBN: 0768078059
Category : Technology & Engineering
Languages : en
Pages : 185

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Book Description
Millions of automobile accidents occur worldwide each year. Some of the most serious are rear-end crashes, side crashes within intersections, and crashes that occur when cars change lanes or drift into a lane. The holy grail of traffic safety is to avoid automobile accidents altogether. To that end, major automakers, governments, and universities are working on systems that allow vehicles to communicate with one another as well as the surrounding infrastructure (V2V/V2I for short). These systems show promise for such functions as intersection assist, left-turn assist, do-not-pass warning, advance warning of a vehicle braking ahead, forward-collision warning, and blind-spot/lane-change warning. This compendium explores the challenges in developing these systems and provides the latest developments in V2V/V2I technology. It begins with a series of overview news stories and articles from SAE’s magazines on the progress in this technology. This is followed by a series of technical papers on V2V/V2I dealing with the many technical aspects of design of these systems as well as discussions of such key issues as the need for extreme reliability assurances and traffic congestion overloads on the systems. Some of most interesting discussions in the book include: • Overview of a large-scale test in Germany to address reliability. • Effectiveness of different antennas and receivers that are used in various intersections settings, such as intersections where there are tall buildings or no buildings, and where high transmission power lines are located that can cause signal interference. • Various ways to communicate between vehicles and how messages are relayed to drivers. • Dedicated short range communication protocol for vehicle safety applications, which shows promise for combining and processing large amounts of information. Editor Ronald K. Jurgen prepared this book to be of use to engineers at automakers and electronic component suppliers; software engineers; computer systems analysts and architects; academics and researchers within the electronics, computing, and automotive industries; legislators, managers and other decision-makers in the government highway sector; traffic safety professionals; and insurance and legal practitioners. Mr. Jurgen served on the editorial staff of IEEE Spectrum for 30 years and is the editor of several electronics-related handbooks and several other electronics-related compendiums published by SAE International.

Connected Vehicle Systems

Connected Vehicle Systems PDF Author: Yunpeng Wang
Publisher: CRC Press
ISBN: 1351869507
Category : Computers
Languages : en
Pages : 440

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Book Description
Connected vehicles and intelligent vehicles have been identified as key technologies for increasing road safety and transport efficiency. This book presents and discusss the recent advances in theory and practice in connected vehicle systems. It covers emerging research that aims at dealing with the challenges in designing the essential functional components of connected vehicles. Major topics include intra- and inter-vehicle communications, mobility model of fleet and ramp merging, trace and position data analysis, security and privacy.

Channel Characterization and Modeling for Vehicular Communications

Channel Characterization and Modeling for Vehicular Communications PDF Author: Xiang Cheng
Publisher: Springer Nature
ISBN: 3031474406
Category : Technology & Engineering
Languages : en
Pages : 197

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Book Description
This book presents and develops comprehensive knowledge of vehicular channel characteristics and proper vehicular channel models. The studied topics contain the propagation characteristics of vehicular communications, such as: a time-frequency non-stationary single-input single-output (SISO) vehicle-to-vehicle (V2V) non-geometry stochastic model (NGSM); a space-time non-stationary massive multiple-input multiple-output (MIMO) V2V regular-shaped geometry-based stochastic model (RS-GBSM); and a space-time non-stationary massive MIMO V2V irregular-shaped geometry-based stochastic model (IS-GBSM). Each is introduced, with characteristics then discussed in detail. Finally, this book discusses future research directions to inspire further investigation in the field of vehicular channels from three different perspectives.

A Framework for Quality of Service in Vehicle-to-Pedestrian Safety Communication

A Framework for Quality of Service in Vehicle-to-Pedestrian Safety Communication PDF Author: Parag Sewalkar
Publisher: BoD – Books on Demand
ISBN: 3863602390
Category : Technology & Engineering
Languages : en
Pages : 161

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Book Description
Pedestrians and bicyclists, also known as Vulnerable Road Users (VRUs), are one of the weakest components of Intelligent Transportation Systems from a safety perspective. However, with the advent of new communication technologies, VRU protection may no longer be dependent solely on the vehicle’s safety systems. VRUs may share their location information with the surrounding vehicles to increase awareness of their presence. Such communication among vehicles and VRUs is referred to as Vehicle-to-Pedestrian (V2P) communication. Although the V2P system may be built upon the existing Vehicle-to-Vehicle communication system, it has its own set of challenges, such as different VRU mobility characteristics, energy-constrained devices, and VRU density. Therefore, there needs to be a V2P system model which is adapted to the VRU characteristics. This dissertation tackles this challenge by proposing a framework that enables scalability, reliability, and energy efficiency for VRU communication.

Heterogeneous Vehicular Networks

Heterogeneous Vehicular Networks PDF Author: Kan Zheng
Publisher: Springer
ISBN: 331925622X
Category : Technology & Engineering
Languages : en
Pages : 93

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Book Description
This brief examines recent developments in the Heterogeneous Vehicular NETworks (HETVNETs), integrating cellular networks with Dedicated Short-Range Communication (DSRC) for meeting the communications requirements of the Intelligent Transport System (ITS)services. Along with a review of recent literature, a unified framework of the HetVNET is presented. The brief focuses on introducing efficient MAC mechanisms for vehicular communications, including channel access protocols, broadcast/multicast protocols, the location-based channel congestion control scheme and the content-based resource allocation scheme. The cooperative communication between vehicles is discussed. This brief concludes with a discussion on future research directions, and provides the readers with useful insights into the future designs in the HetVNETs, to motivate new ideas for performance improvements in vehicular networks.

Intelligent Transportation Systems

Intelligent Transportation Systems PDF Author: Muhammad Alam
Publisher: Springer
ISBN: 3319281836
Category : Technology & Engineering
Languages : en
Pages : 277

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Book Description
This book presents cutting-edge work on the most challenging research issues concerning intelligent transportation systems (ITS), introducing selected, highly relevant advanced research on scheduling and real-time communication for vehicular networks, as well as fault tolerance, test beds and simulations for ITS. The authors define new architectures that support cooperative sensing in ITS and offer guidance for the development of a reference end-to-end implementation. The presented results allow advanced traffic and travel management strategies to be formulated on the basis of reliable and real-time input data. The effectiveness of these new strategies, together with the proposed systems, is assessed in field trials and via simulations. The chapters in this book detail new research findings, algorithms, protocols, and the development of an implementation platform for ITS that merges and integrates heterogeneous data sources into a common system. In addition, they provide a set of advanced tools for the control, monitoring, simulation, and prediction of traffic that result in safer, more sustainable, and less congested roads. Work undertaken within the framework of the FP7 project ICSI (Intelligent Cooperative Sensing for Improved traffic efficiency) is also included in the research activities addressed.