
Vehicle-to-everything (V2X) describes wireless communication between a
vehicle
A vehicle () is a machine designed for self-propulsion, usually to transport people, cargo, or both. The term "vehicle" typically refers to land vehicles such as human-powered land vehicle, human-powered vehicles (e.g. bicycles, tricycles, velo ...
and any entity that may affect, or may be affected by, the vehicle. Sometimes called
C-V2X, it is a
vehicular communication system that is intended to improve
road safety
Road traffic safety refers to the methods and measures, such as traffic calming, to prevent road users from being killed or seriously injured. Typical road users include pedestrians, cyclists, Driving, motorists, passengers of vehicles, and p ...
and
traffic efficiency while reducing pollution and saving energy.
The automotive and communications industries, along with the U.S. government,
European Union and South Korea are actively promoting V2X and C-V2X as potentially life-saving, pollution-reducing technologies. The U.S. Department of Transport has said V2X technologies offer significant transportation safety and mobility benefits.
The U.S.
NHTSA estimates a minimum of 13% reduction in traffic accidents if a V2V system were implemented, resulting in 439,000 fewer crashes per year. V2X technology is already being used in Europe and China.
There are two standards for dedicated V2X communications depending on the underlying wireless technology being used: (1)
WLAN
A wireless LAN (WLAN) is a wireless computer network that links two or more devices using wireless communication to form a local area network (LAN) within a limited area such as a home, school, computer laboratory, campus, or office buildin ...
-based, and (2)
cellular-based. V2X also incorporates various more specific types of communication including :
*
Vehicle-to-Device (V2D) - Bluetooth / WiFi-Direct, e.g. Apple's
CarPlay
CarPlay and CarPlay Ultra is an Apple standard that enables a car radio or automotive head unit to be a display and controller for an iOS device. It is available on iPhone 5 and later models running iOS 7.1 or later.
More than 800 car and mot ...
and Google's
Android Auto
Android Auto is a mobile app developed by Google to mirror features of a smartphone (or other Android device) on a car's dashboard information and entertainment head unit.
Once an Android device is paired with the car's head unit, the system ...
.
*
Vehicle-to-Grid (V2G) - information exchange with the
smart grid
The smart grid is an enhancement of the 20th century electrical grid, using two-way communications and distributed so-called intelligent devices. Two-way flows of electricity and information could improve the delivery network. Research is main ...
to balance loads more efficiently.
** Vehicle-to-Building (V2B), also known as Vehicle-to-Home (V2H)
** Vehicle-to-Load (V2L)
* Vehicle-to-Network (V2N) - communication based on Cellular (
3GPP
The 3rd Generation Partnership Project (3GPP) is an umbrella term for a number of standards organizations which develop protocols for mobile telecommunications. Its best known work is the development and maintenance of:
* GSM and related 2G and ...
) /
IEEE 802.11p.
** Vehicle-to-Cloud (V2C) - e.g.
OTA updates, remote vehicle diagnostics (DoIP).
**
Vehicle-to-Infrastructure (V2I) - e.g. traffic lights, lane markers and parking meters.
** Vehicle-to-Pedestrian (V2P) - e.g. wheelchairs and bicycles, commonly also used to designate vulnerable road users (VRUs).
** Vehicle-to-Vehicle (V2V) - real-time data exchange with nearby vehicles.
History
The history of working on vehicle-to-vehicle communication projects to increase safety, reduce accidents and driver assistance can be traced back to the 1970s with projects such as the US
Electronic Road Guidance System (ERGS) and Japan's CACS.
Most milestones in the history of vehicle networks originate from the United States, Europe, and Japan.
Standardization of WLAN-based V2X supersedes that of cellular-based V2X systems.
IEEE
The Institute of Electrical and Electronics Engineers (IEEE) is an American 501(c)(3) organization, 501(c)(3) public charity professional organization for electrical engineering, electronics engineering, and other related disciplines.
The IEEE ...
first published the specification of WLAN-based V2X (
IEEE 802.11p) in 2010. It supports direct communication between vehicles (V2V) and between vehicles and infrastructure (V2I). This technology is referred to as Dedicated Short Range Communication (
DSRC
Dedicated short-range communications (DSRC) is a technology for direct wireless exchange of vehicle-to-everything (V2X) and other intelligent transportation systems (ITS) data between vehicles, other road users (pedestrians, cyclists, etc.), and ...
).
DSRC
Dedicated short-range communications (DSRC) is a technology for direct wireless exchange of vehicle-to-everything (V2X) and other intelligent transportation systems (ITS) data between vehicles, other road users (pedestrians, cyclists, etc.), and ...
uses the underlying radio communication provided by 802.11p.
In 2016, Toyota became the first automaker globally to introduce automobiles equipped with V2X. These vehicles use
DSRC
Dedicated short-range communications (DSRC) is a technology for direct wireless exchange of vehicle-to-everything (V2X) and other intelligent transportation systems (ITS) data between vehicles, other road users (pedestrians, cyclists, etc.), and ...
technology and are only for sale in Japan. In 2017, GM became the second automaker to introduce V2X. GM sells a Cadillac model in the United States that also is equipped with
DSRC
Dedicated short-range communications (DSRC) is a technology for direct wireless exchange of vehicle-to-everything (V2X) and other intelligent transportation systems (ITS) data between vehicles, other road users (pedestrians, cyclists, etc.), and ...
V2X.
In 2016,
3GPP
The 3rd Generation Partnership Project (3GPP) is an umbrella term for a number of standards organizations which develop protocols for mobile telecommunications. Its best known work is the development and maintenance of:
* GSM and related 2G and ...
published V2X specifications based on
LTE as the underlying technology. It is generally referred to as "cellular V2X" (C-V2X) to differentiate itself from the 802.11p based V2X technology. In addition to the direct communication (V2V, V2I), C-V2X also supports wide area communication over a cellular network (V2N).
As of December 2017, a European automotive manufacturer has announced to deploy V2X technology based on 802.11p from 2019.
[An assessment of LTE-V2X (PC5) and 802.11p direct communications technologies for improved road safety in the EU.(http://5gaa.org/wp-content/uploads/2017/12/5GAA-Road-safety-FINAL2017-12-05.pdf)] While some studies and analysis in 2017
and 2018,
[White Paper on ITS spectrum utilization in the Asia Pacific Region (http://5gaa.org/wp-content/uploads/2018/07/5GAA_WhitePaper_ITS-spectrum-utilization-in-the-Asia-Pacific-Region_FINAL_160718docx.pdf)] all performed by the
5G Automotive Association (5GAA) – the industry organisation supporting and developing the C-V2X technology – indicate that cellular-based C-V2X technology in direct communication mode is superior to 802.11p in multiple aspects, such as performance, communication range, and reliability, many of these claims are disputed, e.g. in a whitepaper published by NXP,
[C-ITS: Three observations on LTE-V2X and ETSI ITS-G5—A comparison (https://www.nxp.com/docs/en/white-paper/CITSCOMPWP.pdf)] one of the companies active in the 802.11p based V2X technology,
but also published by peer-reviewed journals.
This technology can be misused to remotely control the vehicle. The Police of the Czech Republic(2024) announced, in cooperation with universities, has developed a system for remote stopping of vehicles with reference to the fact that such a procedure is legal even under the current legislation.
Technology overview
802.11p (DSRC)
The original V2X communication uses
WLAN
A wireless LAN (WLAN) is a wireless computer network that links two or more devices using wireless communication to form a local area network (LAN) within a limited area such as a home, school, computer laboratory, campus, or office buildin ...
technology and works directly between vehicles (V2V) as well as vehicles and traffic infrastructure (V2I), which form a
vehicular ad-hoc network as two V2X senders come within each other's range. Hence it does not require any communication infrastructure for vehicles to communicate, which is key to assure safety in remote or little-developed areas. WLAN is particularly well-suited fo
V2X communication due to its low latency. It transmits messages known as Cooperative Awareness Messages (CAM) or Basic Safety Message (BSM), and Decentralised Environmental Notification Messages (DENM). Other roadside infrastructure related messages are Signal Phase and Timing Message (SPAT), In Vehicle Information Message (IVI), and Service Request Message (SRM). The data volume of these messages is very low. The radio technology is part of the WLAN
IEEE 802.11
IEEE 802.11 is part of the IEEE 802 set of local area network (LAN) technical standards, and specifies the set of medium access control (MAC) and physical layer (PHY) protocols for implementing wireless local area network (WLAN) computer com ...
family of standards and known in the US as Wireless Access in Vehicular Environments (WAVE) and in Europe as ITS-G5. To complement the direct communication mode, vehicles can be equipped with traditional cellular communication technologies, supporting V2N based services. This extension with V2N was achieved in Europe under the C-ITS platform umbrella with cellular systems and broadcast systems (TMC/DAB+).
3GPP (C-V2X)
More recent V2X communication uses
cellular network
A cellular network or mobile network is a telecommunications network where the link to and from end nodes is wireless network, wireless and the network is distributed over land areas called ''cells'', each served by at least one fixed-locatio ...
s and is called
cellular V2X
Cellular V2X (C-V2X) is an umbrella term that comprises all 3rd Generation Partnership Project (3GPP) V2X technologies for connected mobility and self-driving cars. It includes both direct and cellular network communications and is an alternative ...
(or C-V2X) to differentiate it from the WLAN-based V2X. There have been multiple industry organizations, such as the
5G Automotive Association (5GAA) promoting C-V2X due to its advantages over WLAN based V2X (without considering disadvantages at the same time).
[The Case for Cellular V2X for Safety and Cooperative Driving (http://5gaa.org/wp-content/uploads/2017/10/5GAA-whitepaper-23-Nov-2016.pdf)] C-V2X is initially defined as
LTE in
3GPP
The 3rd Generation Partnership Project (3GPP) is an umbrella term for a number of standards organizations which develop protocols for mobile telecommunications. Its best known work is the development and maintenance of:
* GSM and related 2G and ...
Release 14 and is designed to operate in several modes:
# Device-to-device (V2V or V2I), and
# Device-to-network (V2N).
In 3GPP Release 15, the V2X functionalities are expanded to support
5G. C-V2X includes support of both direct communication between vehicles (V2V) and traditional cellular-network based communication. Also, C-V2X provides a migration path to 5G based systems and services, which implies incompatibility and higher costs compared to 4G based solutions.
The direct communication between vehicle and other devices (V2V, V2I) uses so-called PC5 interface. PC5 refers to a reference point where the User Equipment (UE), i.e. mobile handset, directly communicates with another UE over the direct channel. In this case, the communication with the
base station
Base station (or base radio station, BS) is – according to the International Telecommunication Union's (ITU) Radio Regulations (RR) – a " land station in the land mobile service."
A base station is called '' node B'' in 3G, '' eNB'' in L ...
is not required. In system architectural level, proximity service (ProSe) is the feature that specifies the architecture of the direct communication between UEs. In 3GPP RAN specifications, "sidelink" is the terminology to refer to the direct communication over PC5. PC5 interface was originally defined to address the needs of mission-critical communication for public safety community (Public Safety-LTE, or PS-LTE) in release 13. The motivation of the mission-critical communication was to allow law enforcement agencies or emergency rescue to use the LTE communication even when the infrastructure is not available, such as natural disaster scenario. In release 14 onwards, the use of PC5 interface has been expanded to meet various market needs, such as communication involving wearable devices such as
smartwatch
A smartwatch is a portable wearable computer that resembles a wristwatch. Most modern smartwatches are operated via a touchscreen, and rely on mobile apps that run on a connected device (such as a smartphone) in order to provide core functions. ...
. In C-V2X, PC5 interface is re-applied to the direct communication in V2V and V2I.
The Cellular V2X mode 4 communication relies on a distributed resource allocation scheme, namely sensing-based semipersistent scheduling which schedules radio resources in a stand-alone fashion in each user equipment (UE).
In addition to the direct communication over PC5, C-V2X also allows the C-V2X device to use the cellular network connection in the traditional manner over Uu interface. Uu refers to the logical interface between the UE and the base station. This is generally referred to as vehicle-to-network (V2N). V2N is a unique use case to C-V2X and does not exist in 802.11p based V2X given that the latter supports direct communication only. However, similar to WLAN based V2X also in case of C-V2X, two communication radios are required to be able to communicate simultaneously via a PC5 interface with nearby stations and via the UU interface with the network.
While 3GPP defines the data transport features that enable V2X, it does not include V2X semantic content but proposes usage of ITS-G5 standards like CAM, DENM, BSM, etc. over 3GPP V2X data transport features.
[3GPP Release 15 (https://www.3gpp.org/release-15)]
Use cases
Through its instant communication, V2X enables road safety applications such as (non-exhaustive list):
*
Forward collision warning
*
Lane change warning/blind spot warning
* Emergency electric brake light warning
* Intersection movement assist
*
Emergency vehicle
An emergency vehicle is a vehicle used by emergency services. Emergency vehicles typically have specialized Emergency vehicle lighting, emergency lighting and Emergency vehicle equipment, vehicle equipment that allow emergency services to reach Ca ...
approaching
*
Roadworks warning
*
Platooning
In June 2024 the U.S. Department of Transportation announced that it is awarding $60 million in grants to advance connected and interoperable vehicle technologies under a program called "Saving Lives with Connectivity: Accelerating V2X Deployment program". It said the grants to recipients in Arizona, Texas and Utah would serve as national models to accelerate and spur new deployments of V2X technologies. European standardisation body
ETSI
The European Telecommunications Standards Institute (ETSI) is an independent, not-for-profit, standardization organization operating in the field of Information and communications technology, information and communications. ETSI supports the de ...
and
SAE published standards on what they see as use cases. Early use cases focus on road safety and efficiency.
Organizations such as
3GPP
The 3rd Generation Partnership Project (3GPP) is an umbrella term for a number of standards organizations which develop protocols for mobile telecommunications. Its best known work is the development and maintenance of:
* GSM and related 2G and ...
and
5GAA continuously introduce and test new cases. The 5GAA has published several roadmaps which highlight the technical potential and challenges of new use cases. Some use cases address high levels of automation.
C-V2X offers further use cases including slippery road, roadworks and road hazard information to cars and trucks over hills, around curves and over longer distances than is possible with direct communications. Volvo, for example, has sold new cars that warn other Volvos of slippery roads ahead using C-V2X communications since 2016 in Denmark, and has announced plans to complement that with general accident-ahead warnings and offer the same functionality in other European markets over time.
In the medium term, V2X is perceived as a key enabler for autonomous driving, assuming it would be allowed to intervene into the actual driving. In that case, vehicles would be able to join platoons the way HGVs do. With the advent of connected and autonomous mobility, V2X discussions are seen to play an important role, especially in the context of teleoperations for autonomous vehicles and platooning
Standardisation history
IEEE 802.11p
WLAN-based V2X communication is based on a set of standards drafted by the
American Society for Testing and Materials
American(s) may refer to:
* American, something of, from, or related to the United States of America, commonly known as the "United States" or "America"
** Americans, citizens and nationals of the United States of America
** American ancestry, p ...
(ASTM). The ASTM E 2213 series of standards looks at wireless communication for high-speed information exchange between vehicles themselves as well as road infrastructure. The first standard of this series was published 2002. Here the acronym Wireless Access in Vehicular Environments (WAVE) was first used for V2X communication.
From 2004 onwards the
Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers (IEEE) is an American 501(c)(3) public charity professional organization for electrical engineering, electronics engineering, and other related disciplines.
The IEEE has a corporate office ...
(IEEE) started to work on wireless access for vehicles under the umbrella of their standards family IEEE 802.11 for Wireless Local Area Networks (WLAN). Their initial standard for wireless communication for vehicles is known as
IEEE 802.11p and is based on the work done by the ASTM. Later on in 2012
IEEE 802.11p was incorporated in IEEE 802.11.
Around 2007 when
IEEE 802.11p got stable, IEEE started to develop the 1609.x standards family standardising applications and a security framework (IEEE uses the term WAVE), and soon after
SAE started to specify standards for V2V communication applications. SAE uses the term DSRC for this technology (this is how the term was coined in the US). In parallel at ETSI the technical committee for
Intelligent transportation system
An intelligent transportation system (ITS) is an advanced application that aims to provide services relating to different modes of transport and traffic management and enable users to be better informed and make safer, more coordinated, and 's ...
(ITS) was founded and started to produce standards for protocols and applications (ETSI coined the term ITS-G5). All these standards are based on IEEE 802.11p technology.
Between 2012 and 2013, the Japanese
Association of Radio Industries and Businesses
The , commonly known as , is a standardization organization in Japan. ARIB is designated as the center for promotion of the efficient use of the radio spectrum and the designated frequency change support agency. Its activities include those previo ...
(ARIB) specified, also based on IEEE 802.11, a V2V and V2I communication system in the 700 MHz frequency band.
In 2015
ITU published as summary of all V2V and V2I standards that are worldwide in use, comprising the systems specified by ETSI, IEEE, ARIB, and TTA (Republic of Korea, Telecommunication Technology Association).
3GPP
3GPP
The 3rd Generation Partnership Project (3GPP) is an umbrella term for a number of standards organizations which develop protocols for mobile telecommunications. Its best known work is the development and maintenance of:
* GSM and related 2G and ...
started standardization work of cellular V2X (C-V2X) in Release 14 in 2014. It is based on LTE as the underlying technology. Specifications were published in 2017. Because this C-V2X functionalities are based on LTE, it is often referred to as LTE-V2X. The scope of functionalities supported by C-V2X includes both direct communication (V2V, V2I) as well as wide area cellular network communication (V2N).
In Release 15, 3GPP continued its C-V2X standardization to be based on 5G. Specifications are published in 2018 as Release 15 comes to completion. To indicate the underlying technology, the term 5G-V2X is often used in contrast to LTE-based V2X (LTE-V2X). Either case, C-V2X is the generic terminology that refers to the V2X technology using the cellular technology irrespective of the specific generation of technology.
In Release 16, 3GPP further enhances the C-V2X functionality. The work is currently in progress. In this way, C-V2X is inherently future-proof by supporting migration path to 5G.
Study and analysis were done
to compare the effectiveness of direct communication technologies between LTE-V2X PC5 and 802.11p from the perspective of accident avoided and reduction in fatal and serious injuries. The study shows that LTE-V2X achieves higher level of accident avoidance and reduction in injury.
It also indicates LTE-V2X performs higher percentage of successful packet delivery and communication range. Another link-level and system-level simulation result indicates that, to achieve the same link performance for both line-of-sight (LOS) and non-line-of-sight (NLOS) scenarios, lower signal-to-noise-ratio (SNR) are achievable by LTE-V2X PC5 interface compared to IEEE 802.11p.
Cellular-based V2X solution also leads to the possibility of further protecting other types of road users (e.g. pedestrian, cyclist) by having PC5 interface to be integrated into smartphones, effectively integrating those road users into the overall C-ITS solution. Vehicle-to-person (V2P) includes Vulnerable Road User (VRU) scenarios to detect pedestrians and cyclists to avoid accident and injuries involving those road users.
As both direct communication and wide area cellular network communication are defined in the same standard (3GPP), both modes of communication will likely be integrated into a single chipset. Commercialization of those chipsets further enhances economy of scale and leads to possibilities to wider range of business models and services using both types of communications.
Regulatory history
United States
In 1999 the US
Federal Communications Commission
The Federal Communications Commission (FCC) is an independent agency of the United States government that regulates communications by radio, television, wire, internet, wi-fi, satellite, and cable across the United States. The FCC maintains j ...
(FCC) allocated 75 MHz in the spectrum of 5.850-5.925 GHz for intelligent transport systems.
Since then the US Department of Transportation (USDOT) has been working with a range of stakeholders on V2X. In 2012 a pre-deployment project was implemented in Ann Arbor, Michigan. 2800 vehicles covering cars, motorcycles, buses and HGV of different brands took part using equipment by different manufacturers. The US National Highway Traffic Safety Administration (NHTSA) saw this model deployment as proof that road safety could be improved and that WAVE standard technology was interoperable. In August 2014 NHTSA published a report arguing vehicle-to-vehicle technology was technically proven as ready for deployment.
[NHTSA: Vehicle-to-Vehicle Communications: Readiness of V2V Technology for Application (http://www.nhtsa.gov/staticfiles/rulemaking/pdf/V2V/Readiness-of-V2V-Technology-for-Application-812014.pdf )] On 20 August 2014 the NHTSA published an Advance Notice of Proposed Rulemaking (ANPRM) in the Federal Register, arguing that the safety benefits of V2X communication could only be achieved if a significant part of the vehicles fleet was equipped. Because of the lack of an immediate benefit for early adopters, the NHTSA proposed a mandatory introduction. On 25 June 2015 the US House of Representatives held a hearing on the matter, where again the NHTSA, as well as other stakeholders argued the case for V2X.
On November 18, 2020, the FCC reallocated 45 MHz in the 5.850–5.895 GHz range to
Wi-Fi
Wi-Fi () is a family of wireless network protocols based on the IEEE 802.11 family of standards, which are commonly used for Wireless LAN, local area networking of devices and Internet access, allowing nearby digital devices to exchange data by ...
, and the rest of the V2X band to C-V2X, citing the failure of DSRC to take off. The advocacy organizations
ITS America and
sued the FCC, arguing that the decision harms users of DSRC; on August 12, 2022, a federal court permitted the reassignment to go ahead.
Europe
To acquire EU-wide spectrum, radio applications require a harmonised standard, in case of ITS-G5 ETSI EN 302 571, first published in 2008. A harmonised standard in turn requires an ETSI System Reference Document, here ETSI TR 101 788. Commission Decision 2008/671/EC harmonises the use of the 5875 to 5905 MHz frequency band for transport safety ITS applications. In 2010 the ITS Directive 2010/40/EU was adopted. It aims to assure that ITS applications are interoperable and can operate across national borders, it defines priority areas for secondary legislation, which cover V2X and requires technologies to be mature. In 2014 the European Commission's industry stakeholder “C-ITS Deployment Platform” started working on a regulatory framework for V2X in the EU. It identified key approaches to an EU-wide V2X security Public Key infrastructure (PKI) and data protection, as well as facilitating a mitigation standard to prevent radio interference between ITS-G5 based V2X and road charging systems. The European Commission recognised ITS-G5 as the initial communication technology in its 5G Action Plan and the accompanying explanatory document, to form a communication environment consisting of ITS-G5 and cellular communication as envisioned by EU Member States. Various pre-deployment projects exist at EU or EU Member State level, such as SCOOP@F, the Testfeld Telematik, the digital testbed Autobahn, the Rotterdam-Vienna ITS Corridor, Nordic Way, COMPASS4D or C-ROADS. There exist real scenarios of implementation V2X standard as well. The first commercial project where V2X standard is used for Intersection movement assist use-case. It has been realized in
Brno
Brno ( , ; ) is a Statutory city (Czech Republic), city in the South Moravian Region of the Czech Republic. Located at the confluence of the Svitava (river), Svitava and Svratka (river), Svratka rivers, Brno has about 403,000 inhabitants, making ...
City /
Czech Republic
The Czech Republic, also known as Czechia, and historically known as Bohemia, is a landlocked country in Central Europe. The country is bordered by Austria to the south, Germany to the west, Poland to the northeast, and Slovakia to the south ...
where 80 pcs of cross intersections are controlled by V2X communication standard from public transport vehicles of municipality Brno.
Spectrum allocation
Spectrum allocation for C-ITS in various countries is shown in the following table. Due to the standardization of V2X in 802.11p preceding C-V2X standardization in
3GPP
The 3rd Generation Partnership Project (3GPP) is an umbrella term for a number of standards organizations which develop protocols for mobile telecommunications. Its best known work is the development and maintenance of:
* GSM and related 2G and ...
, spectrum allocation was originally intended for the 802.11p based system. However, the regulations are technology neutral so that the deployment of C-V2X is not excluded.
In 2022, US Federal Courts told the FCC that it could reallocate 45 MHz of V2X spectrum to wireless and cellular carriers, citing years of no use by V2X constituents.
Consideration in the transition period
The deployment of V2X technology (either C-V2X or 802.11p based products) will occur gradually over time. New cars will be equipped with either of the two technologies starting around 2020 and its proportion on the road is expected to increase gradually. The Volkswagen Golf 8th generation was the first passenger car to be fitted with V2X technology powered by NXP technology. In the meantime, existing (legacy) vehicles will continue to exist on the road. This implies that the V2X capable vehicles will need to co-exist with non-V2X (legacy) vehicles or with V2X vehicles of incompatible technology.
The main obstacles to its adoption are legal issues and the fact that, unless almost all vehicles adopt it, its effectiveness is limited.
British weekly ''
The Economist
''The Economist'' is a British newspaper published weekly in printed magazine format and daily on Electronic publishing, digital platforms. It publishes stories on topics that include economics, business, geopolitics, technology and culture. M ...
'' argued in 2016 that autonomous driving is more driven by regulations than by technology.
However, a 2017 study
indicated that there are benefits in reducing traffic accidents even during the transitional period in which the technology is being adopted in the market.
Further reading
Many books and papers have been written in the topic:
* Toward Reliable and Scalable Internet-of-Vehicles: Performance Analysis and Resource Management.
[Y. Ni, L. Cai, J. He, A. Vinel, Y. Li, H. Mosavat-Jahromi, and J. Pan]
"Toward Reliable and Scalable Internet-of-Vehicles: Performance Analysis and Resource Management,"
Proceedings of The IEEE, 108(2):324-340, Feb. 2020.
See also
*
Vehicular communication systems
Vehicular communication systems are computer networks in which vehicles and roadside units are the communicating nodes, providing each other with information, such as safety warnings and traffic information. They can be effective in avoiding accid ...
*
IEEE 802.11p
*
Cellular V2X
Cellular V2X (C-V2X) is an umbrella term that comprises all 3rd Generation Partnership Project (3GPP) V2X technologies for connected mobility and self-driving cars. It includes both direct and cellular network communications and is an alternative ...
*
V2V
*
V2G
*
V2D
References
External links
IEEE 802.11p
CAR 2 CAR Communication Consortium5G Automotive Association(5GAA)
Automotive Edge Computing Consortium
{{DEFAULTSORT:Vehicular Communication Systems
Advanced driver assistance systems
Driving
Vehicle telematics
Wireless networking