Autonomous car

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For the wider application of artificial intelligence to automobiles, see Vehicular automation.
Junior, a robotic Volkswagen Passat, at Stanford University in October 2009.
General Motors' Firebird II was described as having an "electronic brain" that allowed it to move into a lane with a metal conductor and follow it along.

An autonomous car,[1] also known as a driverless car,[2] driver-free car,[3] self-driving car,[4] or robot car[5] is an autonomous vehicle capable of fulfilling the transportation capabilities of a traditional car. As an autonomous vehicle, it is capable of sensing its environment and navigating without human input. Robotic cars exist mainly as prototypes and demonstration systems. As of 2014, the only self-driving vehicles that are commercially available are open-air shuttles for pedestrian zones that operate at 12.5 miles per hour (20.1 km/h).[6]

Autonomous vehicles sense their surroundings with such techniques as radar, lidar, GPS, and computer vision. Advanced control systems interpret sensory information to identify appropriate navigation paths, as well as obstacles and relevant signage.[7] Some autonomous vehicles update their maps based on sensory input, allowing the vehicles to keep track of their position even when conditions change or when they enter uncharted environments.

Some quasi-autonomous demonstration systems date back to the 1920s and the 1930s.[8] Since the 1980s, when Mercedes-Benz and Bundeswehr University Munich built a driverless car through the EUREKA Prometheus Project,[9] significant advances have been made in both technology and legislation relevant to autonomous cars. Numerous major companies and research organizations have developed working prototype autonomous vehicles, including Mercedes-Benz, General Motors, Continental Automotive Systems, Autoliv Inc., Bosch, Nissan, Toyota, Audi, Volvo, Vislab from University of Parma, Oxford University and Google.[9][10][11][12][13][14][15][16][17] In July 2013 Vislab worldpremiered BRAiVE, a vehicle that moved autonomously on a mixed traffic route open to public traffic.[18] As of 2013, four U.S. states have passed laws permitting autonomous cars: Nevada, Florida, California, and Michigan.[19][20][21][22][23] In Europe, cities in Belgium, France, Italy and the UK are planning to operate transport systems for driverless cars,[24][25][26] and Germany, the Netherlands, and Spain have allowed testing robotic cars in traffic.

Definition[edit]

The term "autonomous" is not a generally accepted term in science when used to describe technical artifacts. For example Wood et al. (2012), see reference below, writes "This Article generally uses the term “autonomous,” instead of the term “automated.” We have chosen to use the term “autonomous” because it is the term that is currently in more widespread use (and thus is more familiar to the general public). However, the latter term is arguably more accurate. “Automated” connotes control or operation by a machine, while “autonomous” connotes acting alone or independently. Most of the vehicle concepts (that we are currently aware of) have a person in the driver’s seat, utilize a communication connection to the Cloud or other vehicles, and do not independently select either destinations or routes for reaching them. Thus, the term “automated” would more accurately describe these vehicle concepts".[27]

In the United States, the National Highway Traffic Safety Administration (NHTSA) has established an official classification system:[28]

  • Level 0: The driver completely controls the vehicle at all times.
  • Level 1: Individual vehicle controls are automated, such as electronic stability control or automatic braking.
  • Level 2: At least two controls can be automated in unison, such as adaptive cruise control in combination with lane keeping.
  • Level 3: The driver can fully cede control of all safety-critical functions in certain conditions. The car senses when conditions require the driver to retake control and provides a "sufficiently comfortable transition time" for the driver to do so.
  • Level 4: The vehicle performs all safety-critical functions for the entire trip, with the driver not expected to control the vehicle at any time. As this vehicle would control all functions from start to stop, including all parking functions, it could include unoccupied cars.

Potential advantages[edit]

An increase in the use of autonomous cars would make possible such benefits as:

  • Fewer traffic collisions, due to an autonomous system's increased reliability and faster reaction time compared to human drivers.[29]
  • Increased roadway capacity and reduced traffic congestion due to reduced need for safety gaps[30][31] and the ability to better manage traffic flow.[29]
  • Relief of vehicle occupants from driving and navigation chores.[29]
  • Higher speed limit for autonomous cars.[32]
  • Removal of constraints on occupants' state – in an autonomous car, it would not matter if the occupants were under age, over age,[33] blind, distracted, intoxicated, or otherwise impaired.
  • Alleviation of parking scarcity, as cars could drop off passengers, park far away where space is not scarce, and return as needed to pick up passengers.
  • Elimination of redundant passengers – the robotic car could drive unoccupied to wherever it is required, such as to pick up passengers or to go in for maintenance. This would be especially relevant to trucks, taxis and car-sharing services.[31][34][35]
  • Reduction of space required for vehicle parking.[36]
  • Reduction in the need for traffic police and vehicle insurance.[37]
  • Reduction of physical road signage – autonomous cars could receive necessary communication electronically (although physical signs may still be required for any human drivers).[38][39][40]
  • Smoother ride.[41]
  • Reduction in car theft, due to the vehicle's self-awareness.[42]

Potential obstacles[edit]

In spite of the various benefits to increased vehicle automation, some foreseeable challenges persist:

  • Liability for damage.[43]
  • Resistance for individuals to forfeit control of their cars.[44]
  • Software reliability.[45]
  • Cyber Security: A car's computer could potentially be compromised, as could a communication system between cars.[46][47]
  • Implementation of legal framework and establishment of government regulations for self-driving cars.[48]
  • Drivers being inexperienced if situations arose requiring manual driving.[49]
  • Problems interacting with human-driven vehicles on the same road.
  • Loss of driving-related jobs.[37][50][51]
  • Loss of privacy.[52]
  • Competition for the radio spectrum desired for the car's communication.[53]
  • Self-driving cars could potentially be loaded with explosives and used as autonomous bombs.[54]
  • Ethics: Ethical problems analogous to the trolley problem arise in situations where an autonomous car's software is forced during an unavoidable crash to choose between multiple harmful courses of action.[55][56]

History[edit]

A street intersection in the City of the Future; detail of the Futurama exhibit at the 1939 New York World's Fair

1920s[edit]

In 1925, Houdina Radio Control demonstrated the radio-controlled driverless car "linrrican Wonder" at New York City streets, traveling up Broadway and down Fifth Avenue through the thick of the traffic jam. The linrrican Wonder was a 1926 Chandler that was equipped with a transmitting antennae on the tonneau and was operated by a second car that followed it and sent out radio impulses which were caught by the transmitting antennae. The antennae introduced the signals to a circuit- breakers which operated small electric motors that directed every movement of the car.

Achen Motor, a distributor of cars in Milwaukee and surrounding territory, used Francis' invention under the name "Phantom Auto" and demonstrated it in December 1926 at the streets of Milwaukee.[57] It was demonstrated again in June 1932 at the streets of Fredericksburg as a feature attraction of Bigger Bargain Day in which most of the merchants of the city were participating.[58]

1930s[edit]

An early representation of an automated guided car was Norman Bel Geddes's Futurama exhibit sponsored by General Motors at the 1939 World's Fair, which depicted radio-controlled electric cars that were propelled via electromagnetic fields provided by circuits embedded in the roadway.[8]

Bel Geddes later outlined his vision in his book, Magic Motorways (1940), promoting advances in highway design and transportation, foreshadowing the Interstate Highway System, and arguing that humans should be removed from the process of driving. Bel Geddes forecasted these advances to be a reality in 1960.

This M-1 vehicle detector was used at the first automatic driving demonstration in the United States, which took place in Lincoln in 1957.
Inspired by the efforts, the electric utility company, Central Power and Light Company, launched an advertorial that was posted on many leading newspapers throughout 1956 and 1957 and predicted automated driving: ELECTRICITY MAY BE THE DRIVER. One day your car may speed along an electric super-highway, its speed and steering automatically controlled by electronic devices embedded in the road. Highways will be made safe – by electricity! No traffic jams ... no collisions ... no driver fatigue[59]
General Motors' Firebird III on display at the Century 21 Exposition, Seattle, 1962.
The RRL's modified 1960 Citroen DS19 to be automatically controlled at the Science Museum, London.
Prince Akahito of Japan viewing the Aeromobile 200-2 at the Tokyo International Trade Fair in 1962.

1950s[edit]

In 1953, RCA Labs successfully built a miniature car that was guided and controlled by wires that were laid in a pattern on a laboratory floor. The system sparked the imagination of Leland M. Hancock, traffic engineer in the Nebraska Department of Roads, and of his director, L. N. Ress, state engineer. The decision was made to experiment with the system in actual highway installations.

In 1958, a full size system was successfully demonstrated by RCA Labs and the State of Nebraska on a 400-foot strip of public highway just outside Lincoln, Neb. A series of experimental detector circuits buried in the pavement were a series of lights along the edge of the road. The detector circuits were able to send impulses to guide the car and determine the presence and velocity of any metallic vehicle on its surface. It was developed in collaboration with General Motors, who paired two standard models with equipment consisting of special radio receivers and audible and visual warning devices that were able to simulate automatic steering, accelerating and brake control.

It was further demonstrated on 5 June 1960, at RCA Lab's headquarter in Princeton, New Jersey, where reporters were allowed to "drive" on the cars. Commercialization of the system was expected to happen by 1975.[60][61]

Also during the 1950s throughout the 1960s, General Motors showcased the Firebirds, a series of experimental cars that were described to have an "electronic guide system [that] can rush it over an automatic highway while the driver relaxes".

1960s[edit]

In 1960, Ohio State University's Communication and Control Systems Laboratory launched a project to develop driverless cars which were activated by electronic devices imbedded in the roadway. Head of the project, Dr. Robert L. Cosgriff, claimed in 1966 that the system could be ready for installation on a public road in 15 years.[62]

In the early 1960s, the Bureau of Public Roads considered the construction of an experimental electronically controlled highway. Four states - Ohio, Massachusetts, New York and California - were bidding for the construction.[63]

In August 1961, Popular Science reported on the Aeromobile 35B, an air-cushion vehicle (ACV) that was invented by William Bertelsen and was envisioned to revolutionise the transportation system, with personal self-driving hovering cars that could speed up to 1,500MPH.

During the 1960s, the United Kingdom's Transport and Road Research Laboratory tested a driverless Citroen DS that interacted with magnetic cables that were embedded in the road. It went through a test track at 80 miles per hour (130 km/h) without deviation of speed or direction in any weather conditions, and in a far more effective way than by human control. Research continued in the '70s with cruise control devices activated by signals in the cabling beneath the tracks. According to cost benefit analyses that were made, adoption of system on the British motorways would been repaid by end of the century, increase the road capacity by at least 50% and prevent around 40% of the accidents. Funding for these experiments was withdrawn by the mid-1970s.[64][65][66]

Also during the 1960s and the 1970s, Bendix Corporation developed and tested driverless cars that were powered and controlled by buried cables, with wayside communicators relaying computer messages.

1980s[edit]

In the 1980s, a vision-guided Mercedes-Benz robotic van, designed by Ernst Dickmanns and his team at the Bundeswehr University Munich in Munich, Germany, achieved a speed of 39 miles per hour (63 km/h) on streets without traffic.[9] Subsequently, EUREKA conducted the 749 million Prometheus Project on autonomous vehicles from 1987 to 1995.

In the same decade, the DARPA-funded Autonomous Land Vehicle (ALV) project in the United States made use of new technologies developed by the University of Maryland, Carnegie Mellon University, the Environmental Research Institute of Michigan, Martin Marietta and SRI International. The ALV project achieved the first road-following demonstration that used lidar, computer vision and autonomous robotic control to direct a robotic vehicle at speeds of up to 19 miles per hour (31 km/h). In 1987, HRL Laboratories (formerly Hughes Research Labs) demonstrated the first off-road map and sensor-based autonomous navigation on the ALV. The vehicle traveled over 2,000 feet (610 m) at 1.9 miles per hour (3.1 km/h) on complex terrain with steep slopes, ravines, large rocks, and vegetation.

1990s[edit]

In 1991, the United States Congress passed the ISTEA Transportation Authorization bill, which instructed USDOT to "demonstrate an automated vehicle and highway system by 1997." The Federal Highway Administration took on this task, first with a series of Precursor Systems Analsyes and then by establishing the National Automated Highway System Consortium (NAHSC). This cost-shared project was led by FHWA and General Motors, with Caltrans, Delco, Parsons Brinkerhoff, Bechtel, UC-Berkeley, Carnegie Mellon University, and Lockheed Martin as additional partners. Extensive systems engineering work and research culminated in Demo '97 on I-15 in San Diego, California, in which about 20 automated vehicles, including cars, buses, and trucks, were demonstrated to thousands of onlookers, attracting extensive media coverage. The demonstrations involved close-headway platooning intended to operate in segregated traffic, as well as "free agent" vehicles intended to operate in mixed traffic. Other carmakers were invited to demonstrate their systems, such that Toyota and Honda also participated. While the subsequent aim was to produce a system design to aid commercialization, the program was cancelled in the late 1990s due to tightening research budgets at USDOT. Overall funding for the program was in the range of $90 million.[67]

In 1994, the twin robot vehicles VaMP and Vita-2 of Daimler-Benz and Ernst Dickmanns of UniBwM drove more than 620 miles (1,000 km) on a Paris three-lane highway in standard heavy traffic at speeds up to 81 miles per hour (130 km/h), albeit semi-autonomously with human interventions. They demonstrated autonomous driving in free lanes, convoy driving, and lane changes with autonomous passing of other cars.[citation needed] That same year, Lucas Industries developed parts for a semi-autonomous car in a project that was funded by Jaguar Cars, Lucas, and the UK Department of Trade and Industry.[68]

In 1995, Dickmanns' re-engineered autonomous S-Class Mercedes-Benz undertook a 990 miles (1,590 km) journey from Munich in Bavaria, Germany to Copenhagen, Denmark and back, using saccadic computer vision and transputers to react in real time. The robot achieved speeds exceeding 109 miles per hour (175 km/h) on the German Autobahn, with a mean time between human interventions of 5.6 miles (9.0 km), or 95% autonomous driving. It drove in traffic, executing manoeuvres to pass other cars. Despite being a research system without emphasis on long distance reliability, it drove up to 98 miles (158 km) without human intervention.[citation needed]

In 1995, the Carnegie Mellon University Navlab project achieved 98.2% autonomous driving on a 3,100 miles (5,000 km) cross-country journey which was dubbed "No Hands Across America". This car, however, was semi-autonomous by nature: it used neural networks to control the steering wheel, but throttle and brakes were human-controlled.[69]

In 1996, (now Professor) Alberto Broggi of the University of Parma launched the ARGO Project, which worked on enabling a modified Lancia Thema to follow the normal (painted) lane marks in an unmodified highway.[70] The culmination of the project was a journey of 1,200 miles (1,900 km) over six days on the motorways of northern Italy dubbed Mille Miglia in Automatico ("One thousand automatic miles"), with an average speed of 56 miles per hour (90 km/h). The car operated in fully automatic mode for 94% of its journey, with the longest automatic stretch being 34 miles (55 km). The vehicle had only two black-and-white low-cost video cameras on board and used stereoscopic vision algorithms to understand its environment.

Spirit of Berlin at Berlin, Germany in May 2007.

2000s[edit]

The US Government funded three military efforts known as Demo I (US Army), Demo II (DARPA), and Demo III (US Army). Demo III (2001)[71] demonstrated the ability of unmanned ground vehicles to navigate miles of difficult off-road terrain, avoiding obstacles such as rocks and trees. James Albus at the National Institute for Standards and Technology provided the Real-Time Control System which is a hierarchical control system. Not only were individual vehicles controlled (e.g. throttle, steering, and brake), but groups of vehicles had their movements automatically coordinated in response to high level goals.

The ParkShuttle at the Netherlands in August 2005.

The ParkShuttle, a driverless public road transport system, became operational[clarification needed] in the Netherlands in the early 2000s.[72] In January 2006, the United Kingdom's 'Foresight' think-tank revealed a report which predicts RFID-tagged driverless cars on UK's roads by 2056 and the Royal Academy of Engineering claimed that driverless trucks could be on Britain's motorways by 2019.[73][74]

Autonomous vehicles have also been used in mining. In December 2008, Rio Tinto Alcan began testing the Komatsu Autonomous Haulage System – the world's first commercial autonomous mining haulage system – in the Pilbara iron ore mine in Western Australia. Rio Tinto has reported benefits in health, safety, and productivity. In November 2011, Rio Tinto signed a deal to greatly expand its fleet of driverless trucks.[75]

Google began developing its self-driving cars in 2009, but did so privately, avoiding public announcement of the program until a later time.[76]

2010s[edit]

Many major automotive manufacturers, including General Motors, Ford, Mercedes Benz, Volkswagen, Audi, Nissan, Toyota, BMW, and Volvo, are testing driverless car systems as of 2013. BMW has been testing driverless systems since around 2005,[77][78] while in 2010, Audi sent a driverless Audi TTS to the top of Pike’s Peak at close to race speeds.[11] In 2011, GM created the EN-V (short for Electric Networked Vehicle), an autonomous electric urban vehicle.[79] In 2012, Volkswagen began testing a "Temporary Auto Pilot" (TAP) system that will allow a car to drive itself at speeds of up to 80 miles per hour (130 km/h) on the highway.[80] Ford has conducted extensive research into driverless systems and vehicular communication systems.[81] In January 2013, Toyota demonstrated a partially self-driving car with numerous sensors and communication systems.[13] Other programs in the field include the 2GetThere passenger vehicles from the Netherlands and the DARPA Grand Challenge in the USA; some plans for bimodal public transport systems include autonomous cars as a component.[82]

In 2010, Italy's VisLab from the University of Parma, led by Professor Alberto Broggi, ran the VisLab Intercontinental Autonomous Challenge (VIAC), a 9,900-mile (15,900 km) test run which marked the first intercontinental land journey completed by autonomous vehicles. Four driverless electric vans successfully completed the 100-day journey, leaving Parma, Italy, on 20 July 2010, and arriving at the Shanghai Expo in China on 28 October. The research project is co-funded by the European Union CORDIS program.[83]

On May 1, 2012, a 22 km (14 mi) driving test was administered to a Google self-driving car by State of Nevada motor vehicle examiners in a test route in the city of Las Vegas, Nevada. The autonomous car passed the test, but was not tested at roundabouts, no-signal railroad crossings, or school zones.[76]

Lexus RX450h retrofitted as a Google driverless car
MadeInGermany at Berlin, Germany in 2012.

In 2013, on July 12, VisLab conducted another pioneering test of autonomous vehicles, during which a robotic vehicle drove in downtown Parma with no human control, successfully navigating roundabouts, traffic lights, pedestrian crossings and other common hazards.[84]

In 2011, the Freie Universität Berlin developed two autonomous cars to drive in the innercity traffic of Berlin in Germany. Led by the AutoNOMOS group, the two vehicles Spirit of Berlin and MadeInGermany handled intercity traffic, traffic lights and roundabouts between International Congress Centrum and Brandenburg Gate. It was the first car licensed for autonomous driving on the streets and highways in Germany and financed by the German Federal Ministry of Education and Research.[85]

In August 2013, Daimler R&D with Karlsruhe Institute of Technology/FZI, made a Mercedes-Benz S-class vehicle with close-to-production stereo cameras[86] and radars drive completely autonomously for about 100 km from Mannheim to Pforzheim, Germany, following the historic Bertha Benz Memorial Route.[87][88]

Nissan autonomous prototype technology was fitted on a Nissan Leaf all-electric car.

In August 2013 Nissan announced its plans to launch several driverless cars by 2020. The company is building in Japan a dedicated autonomous driving proving ground, to be completed in 2014. Nissan installed its autonomous car technology in a Nissan Leaf all-electric car for demonstration purposes. The car was demonstrated at Nissan 360 test drive event held in California in August 2013.[89][90] In September 2013, the Leaf fitted the prototype Advanced Driver Assistance System was granted a license plate that allows to drive it on Japanese public roads. The testing car will be used by Nissan engineers to evaluate how its in-house autonomous driving software performs in the real world. Time spent on public roads will help refine the car’s software for fully automated driving.[91] The autonomous Leaf was demonstrated on public roads for the first time at a media event held in Japan in November 2013. The Leaf drove on the Sagami Expressway in Kanagawa prefecture, near Tokyo. Nissan vice chairman Toshiyuki Shiga and the prefecture’s Governor, Yuji Kuroiwa, rode in the car during the test.[92][93]

Available in 2013, the 2014 Mercedes S-Class has options for autonomous steering, lane keeping, acceleration/braking, parking, accident avoidance, and driver fatigue detection, in both city traffic and highway speeds of up to 124 miles (200 km) per hour.[94][95][96][97]

Released in 2013, the 2014 Infiniti Q50 uses cameras, radar and other technology to deliver various lane-keeping, collision avoidance and cruise control features. One reviewer remarked, "With the Q50 managing its own speed and adjusting course, I could sit back and simply watch, even on mildly curving highways, for three or more miles at a stretch," adding that he wasn't touching the steering wheel or pedals.[98]

Although as of 2013, fully autonomous vehicles are not yet available to the public, many contemporary car models have features offering limited autonomous functionality. These include adaptive cruise control, a system that monitors distances to adjacent vehicles in the same lane, adjusting the speed with the flow of traffic; lane assist, which monitors the vehicle's position in the lane, and either warns the driver when the vehicle is leaving its lane, or, less commonly, takes corrective actions; and parking assist, which assists the driver in the task of parallel parking.[99]

In January 2014, Induct Technology's Navia shuttle became the first self-driving vehicle to be available for commercial sale.[6] Limited to 12.5 miles per hour (20.1 km/h), the open-air electric vehicle resembles a golf cart and seats up to eight people. It is intended to shuttle people around "pedestrianized city centers, large industrial sites, airports, theme parks, university campuses or hospital complexes."[100]

On May 27, 2014, Google[101] announced plans to unveil 100 autonomous car prototypes built from scratch inside Google's secret X lab, as manifestations of years of work that began by modifying existing vehicles, along with, "in the next couple of years" according to Google in the above blog post, a pilot program similar to that which was used for the Cr-48 Chromebook back in 2010.

In October 2014 Tesla announces first version of Autopilot, cars equipped with this system are capable of lane control with autonomous steering, braking and speed limit adjustment based on signals image recognition. The system also provide autonomous parking and is able to receive software updates to improve skills over time.[102]

Official predictions[edit]

Major automobile manufacturers and technology companies have made numerous predictions for the development of autonomous car technology in the near future.

  • In late 2014, Volvo will feature Adaptive Cruise Control with steer assist which will automatically follow the vehicle ahead in queues.[103] Mercedes already has it on some markets.[104]
  • In late 2014, The National Telecommunications and Information Administration is expected to set recommendations for setting aside broadband spectrum for autonomous cars.[53]
  • By 2015, Tesla says its cars will "probably" be capable of autopilot for 90 percent of miles driven, and definitely so for highway miles.[105]
  • By 2015, California will allow the testing of vehicles without wheels or pedals such as Google's on public roads. This will follow a 120-day grace period after a rule to be introduced in late 2014.[106]
  • By Mid-2010's, Toyota plans to roll out near-autonomous vehicles dubbed Automated Highway Driving Assist with Lane Trace Control and Cooperative-adaptive Cruise Control.[107]
  • By 2016, Audi plans to market vehicles that can autonomously steer, accelerate and brake at lower speeds, such as in traffic jams.[108]
  • By 2016, Mercedes plans to introduce "Autobahn Pilot" aka Highway Pilot, the system allow hands-free highway driving with autonomous overtaking of other vehicles.[109]
  • By 2016, Mobileye expects to release hands-free driving technology for highways.[110]
  • In 2016 (2017 model year), GM plans to offer a "super cruise" feature on select Cadillac models, with autonomous lane keeping, speed control, and brake control, so that parts of trips can be made without touching the wheel or pedals.[111]
  • By early 2017, the US Department of Transportation hopes to publish a rule mandating vehicle-to-vehicle (V2V) communication by an as-yet unspecified deadline.[112] GM says that by the 2017 model year, the Cadillac CTS will be V2V equipped.[113]
  • Between 2017 to 2020, Google believes its Level 4 self-driving cars will be available to the public.[114]
  • By 2018, Mobileye expects autonomous capabilities for country roads and city traffic.[115]
  • By 2018, Nissan anticipates to have a feature that can allow the vehicle manoeuver its way on multi-lane highways.[116]
  • By 2019 or 2020, Tesla expects that "true autonomous driving" where passengers can "get in the car, go to sleep and wake up at your destination" will be achieved.[117]
  • By 2020, Volvo envisages having cars in which passengers would be immune from injuries.[103] Volvo also claim vehicles will effectively be "crash free." [118]
  • By 2020, GM, Mercedes-Benz, Audi, Nissan, BMW and Renault all expect to sell vehicles that can drive themselves at least part of the time.[53][119][120][121][122]
  • By 2024, Jaguar expects to release an autonomous car.[123]
  • By 2025, Daimler and Ford expect autonomous vehicles on the market.[124][125]
  • By 2025, most new GM vehicles will have automated driving functions as well as vehicle-to-vehicle communication technology.[126]
  • By 2035, IHS Automotive report says will be the year most self-driving vehicles will be operated completely independent from a human occupant’s control.[127]

Legislation[edit]

U.S. States that allow driverless cars public road testing.

In the United States, state vehicle codes generally do not envisage — but do not necessarily prohibit — highly automated vehicles.[128] To clarify the legal status of and otherwise regulate such vehicles, several states have enacted or are considering specific laws.[129] As of the end of 2013, four U.S. states, (Nevada, Florida, California, and Michigan), along with the District of Columbia, have successfully enacted laws addressing autonomous vehicles.

In June 2011, the Nevada Legislature passed a law to authorize the use of autonomous cars. Nevada thus became the first jurisdiction in the world where autonomous vehicles might be legally operated on public roads. The bill was signed into law by Nevada's Governor on 16 June 2011. According to the law, the Nevada Department of Motor Vehicles (NDMV) is responsible for setting safety and performance standards and the agency is responsible for designating areas where autonomous cars may be tested.[20][21][130] The law went into effect on 1 March 2012.[131] This legislation was supported by Google in an effort to legally conduct further testing of its Google driverless car.[22]

A Toyota Prius modified by Google to operate as a driverless car.

The Nevada law defines an autonomous vehicle to be "a motor vehicle that uses artificial intelligence, sensors and global positioning system coordinates to drive itself without the active intervention of a human operator." The law also acknowledges that the operator will not need to pay attention while the car is operating itself. Google had further lobbied for an exemption from a ban on distracted driving to permit occupants to send text messages while sitting behind the wheel, but this did not become law.[22][132][133] Furthermore, Nevada's regulations require a person behind the wheel and one in the passenger’s seat during tests.[134]

In May 2012, the Nevada Department of Motor Vehicles (DMV) issued the first license for a self-driven car to a Toyota Prius modified with Google's experimental driverless technology.[131] Google's autonomous system permits a human driver to take control of the vehicle at any time by stepping on the brake or turning the wheel. License plates issued in Nevada for autonomous cars will have a red background and feature an infinity symbol () on the left side, which, according to the DMV Director, "was the best way to represent the 'car of the future'."[134]

On 1 July 2012, Florida became the second state to recognize the legality of autonomous vehicles. Florida's law clarifies that, "the State does not prohibit or specifically regulate the testing or operation of autonomous … vehicles on public roads."[135]

On 25 September 2012, California Governor Jerry Brown signed a bill allowing the legalization of driverless cars in the state of California which also requires the California Department of Motor Vehicles to draft regulations by 2015.[136] In California, proposed legislation would require that "the driver would still need to sit behind the wheel in case the robotic functions of the car suddenly fail and a real driver is needed", thus limiting the benefits that autonomous cars could provide to unlicensed drivers.[137]

In the 2013–2014 legislative session, Colorado and Michigan introduced legislation addressing the regulation of autonomous vehicles. Governor Rick Snyder signed legislation allowing the testing of automated or self-driving vehicles on Michigan’s roads in December 2013, but requires a human in the driver seat at all time while the vehicle is in use.[25] Colorado's proposed bill was rejected in committee in February 2013.[138]

In 2013, the government of the United Kingdom permitted the testing of autonomous cars on public roads.[139] Prior to this, all testing of robotic vehicles in the UK had been conducted on private property.[139]

In 2014, the Land Transport Authority of Singapore will start testing driverless cars.

Vehicular communication systems[edit]

Individual vehicles may benefit from information obtained from other vehicles in the vicinity, especially information relating to traffic congestion and safety hazards. Vehicular communication systems use vehicles and roadside units as the communicating nodes in a peer-to-peer network, providing each other with information. As a cooperative approach, vehicular communication systems can allow all cooperating vehicles to be more effective. According to a 2010 study by the National Highway Traffic Safety Administration, vehicular communication systems could help avoid up to 81 percent of all traffic accidents.[1]

In 2012, computer scientists at the University of Texas in Austin began developing smart intersections designed for autonomous cars. The intersections will have no traffic lights and no stop signs, instead using computer programs that will communicate directly with each car on the road.[140]

Forecasts[edit]

  • Expert members of the Institute of Electrical and Electronics Engineers (IEEE) have estimated that up to 75% of all vehicles will be autonomous by 2040.[141]
  • Navigant Research forecasts that autonomous vehicles will gradually gain traction in the market over the coming two decades and by 2035, sales of autonomous vehicles will reach 95.4 million annually, representing 75% of all light-duty vehicle sales.[142]
  • ABI Research forecasts that truly self-driving cars would become a reality by 2020 and that 10 million such new cars would be rolling out on to United States' public highways every year by 2032.[143]
  • Columbia University's The Earth Institute forecasts the reduction of United State's fleet of vehicles by a factor of 10.[144]
  • PricewaterhouseCoopers forecasts a reduction of traffic accidents by a factor of 10 and it concludes that the fleet of vehicles in the United States may collapse from 245 million to just 2.4 million.[145]
  • KPMG LLP and the Center for Automotive Research (CAR) foresee improvements in productivity and energy efficiency as well as new business models.[146]
  • Morgan Stanley estimates that autonomous cars could save the United States $1.3 trillion annually by lowering fuel consumption ($169 billion), reducing crash costs ($488 billion) and boosting productivity ($645 billion).[147]

Public opinion surveys[edit]

In a 2011 online survey of 2,006 US and UK consumers by Accenture, 49% said they would be comfortable using a "driverless car".[148]

A 2012 survey of 17,400 vehicle owners by J.D. Power and Associates found 37% initially said they would be interested in purchasing a fully autonomous car. However, that figure dropped to 20% if told the technology would cost $3,000 more.[149]

In a 2012 survey of about 1,000 German drivers by automotive researcher Puls, 22% of the respondents had a positive attitude towards these cars, 10% were undecided, 44% were skeptical and 24% were hostile.[150]

A 2013 survey of 1,500 consumers across 10 countries by Cisco Systems found a full 57% "stated they would be likely to ride in a car controlled entirely by technology that does not require a human driver", with Brazil, India and China the most willing to trust autonomous technology.[151]

In a 2014 US telephone survey by Insurance.com, over three-quarters of licensed drivers said they would at least consider buying a self-driving car, rising to 86% if car insurance were cheaper. 31.7% said they would not continue to drive once an autonomous car was available instead.[152]

Notable projects[edit]

  • The DARPA Grand Challenge was held in 2004, 2005 and 2007 as an autonomous driving competition with millions of dollars in prize money.
  • In November 2010, Hyundai Kia Automotive Group held the Korean Autonomous Vehicle Competition (AVC), with a top prize of $100,000.[citation needed] The Hanyang University A1 team won the prize.[citation needed]
  • In September 2012, Hyundai Kia Automotive Group held the 2nd Korean Autonomous Vehicle Competition (AVC), with a top prize of $100,000.[citation needed] The Hanyang University A1 team won the prize.[citation needed]
  • In October 2014, Hyundai Kia Automotive Group held the 3rd Korean Autonomous Vehicle Competition (AVC), with a top prize of $100,000.[citation needed] The Hanyang University A1 team won the prize.[citation needed]
  • In October 2013, KSAE and KATECH held the Korean Autonomous Vehicle Competition (AVC), with a top prize of $100,000.[citation needed] The Hanyang University A1 team won the prize.[citation needed]
  • The Google driverless car project maintains a test fleet of autonomous vehicles that has driven 300,000 miles (480,000 km) with no machine-caused accidents as of August 2012.[15] By April 2014 700,000 autonomous miles (1,100,000 km) were logged.[153]
  • The €800 million EC EUREKA Prometheus Project conducted research on autonomous vehicles from 1987 to 1995. Among its culmination points were the twin robot vehicles VITA-2 and VaMP of Daimler-Benz and Ernst Dickmanns, driving long distances in heavy traffic.
  • The $90 million Automated Highway System program demonstrated vehicle automation to thousands at Demo '97 in San Diego, California.[citation needed]
  • The 2010 VIAC Challenge saw four autonomous vehicles drive from Italy to China on a 100-day 9,900-mile (15,900 km) trip with only limited human intervention, such as in traffic jams and when passing toll stations.[154] At the time, this was the longest-ever journey conducted by an unmanned vehicle.[154]
  • The ARGO vehicle (see History above) is the predecessor of the BRAiVE vehicle, both from the University of Parma's VisLab. Argo was developed in 1996 and demonstrated to the world in 1998; BRAiVE was developed in 2008 and demonstrated in 2009 at the IEEE IV conference in Xi'an, China.
  • In 2012, Stanford's Dynamic Design Lab, in collaboration with the Volkswagen Electronics Research Lab, produced Shelley, an Audi TTS designed for high speed (greater than 100 miles per hour (160 km/h)) on a racetrack course.[155]
  • Oxford University's 2011 WildCat Project created a modified Bowler Wildcat which is capable of autonomous operation using a flexible and diverse sensor suite.[156][157]
  • The Volkswagen Golf GTI 53+1 is a modified Volkswagen Golf GTI capable of autonomous driving.[158][159][160] In his 2010 book, Democracy and the Common Wealth, Michael E. Arth claims that autonomous cars could become universally adopted if almost all private cars requiring drivers, which are not in use and parked 90% of the time, were traded for public self-driving taxis, which would be in near-constant use.[161]
  • AutoNOMOS – part of the Artificial Intelligence Group of the Freie Universität Berlin[162]
  • Toyota has developed prototype cars with autonomous capabilities for demonstration at the 2013 Consumer Electronics Show.[13]
  • In February 2013, Oxford University unveiled the RobotCar UK project, an inexpensive autonomous car capable of quickly switching from manual driving to autopilot on learned routes.[14][163][164]
  • Israel has significant research efforts to develop a fully autonomous border-patrol vehicle. This originated with its success with Unmanned Combat Air Vehicles, and following the construction of the Israeli West Bank barrier. Two projects, by Elbit Systems and Israel Aircraft Industries are both based on the locally produced Armored "Tomcar" and have the specific purpose of patrolling barrier fences against intrusions.
  • The Oshkosh Corporation developed an autonomous military vehicle called TerraMax and is integrating its systems into some future vehicles.

In fiction[edit]

In film and television[edit]

Minority Report's Lexus 2054 on display in Paris, France in October 2002.
I, Robot's Audi RSQ at CeBIT in March 2005.
  • The 2004 film I, Robot features autonomous vehicles driving on highways, allowing the car to travel safer at higher speeds than if manually controlled. The option to manually operate the vehicles is available.
  • The 2006 TV series NCIS season 4 epsode 11: Driven, features a robotic vehicle named "Otto," a part of a high level project of the Department of Defense, causes a death of a Navy Lieutenant, and then later almost kills Abby, the NCIS team must find out who sabotaged the vehicle and murdered the Navy Lieutenant.
  • The éX-Driver anime series features autonomous electric-powered vehicles driven by Artificial Intelligences (AI's). These sometime malfunction or are taken over by bad actors, requiring interception and intervention by éX-Drivers operating manually controlled gas-powered vehicles.

In literature[edit]

See also[edit]

References[edit]

  1. ^ Gehrig, Stefan K.; Stein, Fridtjof J. (1999). "Dead reckoning and cartography using stereo vision for an autonomous car". IEEE/RSJ International Conference on Intelligent Robots and Systems 3. Kyongju. pp. 1507–1512. doi:10.1109/IROS.1999.811692. ISBN 0-7803-5184-3. 
  2. ^ "What Is a Driverless Car?". WiseGeek. Retrieved 11 October 2013. 
  3. ^ "Thrun on Udacity, Online Education, Driver-Free Car". Bloomberg. 18 June 2013. Retrieved 14 April 2014. 
  4. ^ Kelly, Heather (30 October 2012). "Self-driving cars now legal in California". CNN. Retrieved 11 October 2013. 
  5. ^ Lavrinc, Damon (26 September 2013). "Nissan's Robot Car Passes Its License Test". Wired. Retrieved 11 October 2013. 
  6. ^ a b Maisto, Michelle (6 January 2014). "Induct Now Selling Navia, First Self-Driving Commercial Vehicle". eWeek. Retrieved 7 January 2014. 
  7. ^ Lassa, Todd (January 2013). "The Beginning of the End of Driving". Motor Trend. Retrieved 1 September 2014. 
  8. ^ a b O'Toole (2009) pp. 189-192
  9. ^ a b c Schmidhuber, Jürgen (2009). "Prof. Schmidhuber's highlights of robot car history". Retrieved 15 July 2011. 
  10. ^ "Video Friday: Bosch and Cars, ROVs and Whales, and Kuka Arms and Chainsaws". IEEE Spectrum. 25 January 2013. Retrieved 26 February 2013. 
  11. ^ a b "Audi of America > news > Pool > Reaffirmed Mission for Autonomous Audi TTS Pikes Peak". AudiUSA.com. Retrieved 28 April 2012. 
  12. ^ "Nissan car drives and parks itself at Ceatec". BBC. 4 October 2012. Retrieved 4 January 2013. 
  13. ^ a b c "Toyota sneak previews self-drive car ahead of tech show". BBC. 4 January 2013. Retrieved 4 January 2013. 
  14. ^ a b "Doing the school run just got easier! Nissan unveils new car that can drive itself on short journeys". Daily Mail (London). 14 February 2013. Retrieved 14 February 2013. 
  15. ^ a b "Google's Self-Driving Cars: 300,000 Miles Logged, Not a Single Accident Under Computer Control". The Atlantic. Retrieved 10 August 2012. 
  16. ^ "Vislab, University of Parma, Italy - 8000 miles driverless test begins". Retrieved 27 October 2013. 
  17. ^ "VisLab Intercontinental Autonomous Challenge: Inaugural Ceremony – Milan, Italy". Retrieved 27 October 2013. 
  18. ^ "Vislab, University of Parma, Italy - Public Road Urban Driverless-Car Test 2013 - World premiere of BRAiVE". 
  19. ^ Muller, Joann. "With Driverless Cars, Once Again It Is California Leading The Way". Forbes. 26 September 2012. Retrieved 12 March 2013.
  20. ^ a b "Nevada enacts law authorizing autonomous (driverless) vehicles". Green Car Congress. 25 June 2011. Retrieved 25 June 2011. 
  21. ^ a b Alex Knapp (22 June 2011). "Nevada Passes Law Authorizing Driverless Cars". Forbes. Archived from the original on 28 June 2011. Retrieved 25 June 2011. 
  22. ^ a b c John Markoff (10 May 2011). "Google Lobbies Nevada To Allow Self-Driving Cars". The New York Times. Retrieved 11 May 2011. 
  23. ^ "Autonomous Vehicles". State of Nevada Department of Motor Vehicles. Retrieved 25 June 2013. 
  24. ^ "Driverless cars take to the road". E.U.CORDIS Research Program CitynetMobil. Retrieved 27 October 2013. 
  25. ^ a b "Snyder OKs self-driving vehicles on Michigan's roads". Detroit News. 27 December 2013. Retrieved 1 January 2014. 
  26. ^ http://www.bbc.co.uk/news/technology-28551069
  27. ^ Wood, S. P.; Chang, J.; Healy, T.; Wood, J. "The potential regulatory challenges of increasingly autonomous motor vehicles.". 52nd Santa Clara Law Review 4 (9): 1423–1502. 
  28. ^ "U.S. Department of Transportation Releases Policy on Automated Vehicle Development". National Highway Traffic Safety Administration. 30 May 2013. Retrieved 18 December 2013. 
  29. ^ a b c Cowen, Tyler (28 May 2011). "Can I See Your License, Registration and C.P.U.?". The New York Times. 
  30. ^ O'Toole (2009) p. 192
  31. ^ a b "Future Car Focus: Robot Cars". MSN Autos. 2013. Retrieved 27 January 2013. 
  32. ^ "Get ready for automated cars". Houston Chronicle. 11 September 2012. Retrieved 5 December 2012. 
  33. ^ "Changes to older driver licensing". 
  34. ^ Arth, Michael E. (2010). Democracy and the Common Wealth: Breaking the Stranglehold of the Special Interests. Golden Apples Media. pp. 363–368. ISBN 978-0-912467-12-2.  Arth claims that this would be possible if almost all private cars requiring drivers, which are not in use and parked 90% of the time, would be traded for public self-driving taxis that would be in near-constant use.
  35. ^ 254. "Koushik Dutta - Google+ - The Unintended Effects of Driverless Cars Google has been..". Plus.google.com. Retrieved 28 April 2012. 
  36. ^ "BMW Remote Controlled Parking". 
  37. ^ a b Light, Donald (8 May 2012). A Scenario" The End of Auto Insurance (Technical report). Celent. 
  38. ^ Tsz-Chiu Au, Michael Quinlan, and Peter Stone. Setpoint Scheduling for Autonomous Vehicle Controllers. IEEE International Conference on Robotics and Automation. 2012. Retrieved 12 March 2013.
  39. ^ "AIM: Autonomous Intersection Management - Project Home Page". Cs.utexas.edu. 21 February 2012. Retrieved 28 April 2012. 
  40. ^ "Autonomous Intersection Management - FCFS policy with 6 lanes in all directions". YouTube. 12 June 2009. Retrieved 28 April 2012. 
  41. ^ Simonite, Tom (October 25, 2013). "Data Shows Google’s Robot Cars Are Smoother, Safer Drivers Than You or I". MIT Technology Review. Retrieved 15 November 2013. 
  42. ^ Miller, Owen. "Robotic Cars and Their New Crime Paradigms". Retrieved 4 September 2014. 
  43. ^ Gurney, Jeffrey K. "Sue My Car Not Me: Products Liability and Accidents Involving Autonomous Vehicles", 2013 U. Ill. J. L. Tech. & Pol'y, Fall 2013.
  44. ^ "New Allstate Survey Shows Americans Think They Are Great Drivers - Habits Tell a Different Story". PR Newswire. 2 August 2011. Retrieved 7 September 2013. 
  45. ^ David Shepardson (31 December 2013). "Study: Self-driving cars to jolt market by 2035". The Detroit News. Retrieved 24 January 2014. 
  46. ^ "Hackers find ways to hijack car computers and take control". 3 September 2013. Retrieved 7 September 2013. 
  47. ^ Philip E. Ross (11 April 2014). "A Cloud-Connected Car Is a Hackable Car, Worries Microsoft". IEEE Spectrum. Retrieved 23 April 2014. 
  48. ^ "Will Regulators Allow Self-Driving Cars In A Few Years?". Forbes. 24 September 2013. Retrieved 5 January 2014. 
  49. ^ "Reliance on autopilot is now the biggest threat to flight safety, study says". 18 November 2013. Retrieved 19 November 2013. 
  50. ^ Mui, Chunka (19 December 2013). "Will The Google Car Force A Choice Between Lives And Jobs?". Forbes. Retrieved 19 December 2013. 
  51. ^ "Mass unemployment fears over Google artificial intelligence plans". London. 29 December 2013. Retrieved 29 December 2013. [dead link]
  52. ^ Patrick Lin (22 January 2014). "What If Your Autonomous Car Keeps Routing You Past Krispy Kreme?". The Atlantic. Retrieved 22 January 2014. 
  53. ^ a b c Glenn Garvin (21 March 2014). "Automakers say self-driving cars are on the horizon". Miami Herald. Retrieved 22 March 2014. 
  54. ^ Mark Harris (16 July 2014). "FBI warns driverless cars could be used as 'lethal weapons'". theGuardian.com. 
  55. ^ Patrick Lin (October 8, 2013). "The Ethics of Autonomous Cars". The Atlantic. 
  56. ^ Tim Worstall (2014-06-18). "When Should Your Driverless Car From Google Be Allowed To Kill You?". Forbes. 
  57. ^ "'Phantom Auto' will tour city". The Milwaukee Sentinel. Google News Archive. 8 December 1926. Retrieved 23 July 2013. 
  58. ^ ""Phantom Auto" to Be Operated Here". The Free-Lance Star. Google News Archive. 17 June 1932. Retrieved 14 September 2013. 
  59. ^ "Power companies build for your new electric living". The Victoria Advocate. 24 March 1957. 
  60. ^ Ingraham, Joseph C. (6 June 1960). "ELECTRONIC ROADS CALLED PRACTICAL". nytimes.com. 
  61. ^ "Reporter Rides Driverless Car". The Press-Courier. Google News Archive. 7 June 1960. Retrieved 21 July 2013. 
  62. ^ "This Automobile Doesn't Need Driver". Palm Beach Daily News. Google News Archive. 15 December 1966. Retrieved 23 July 2013. 
  63. ^ "DiSalle Seeks Road Funds In Washington". Toledo Blade. 3 August 1961. 
  64. ^ Reynolds, John (26 May 2001). "Cruising into the future". London: telegraph.co.uk. 
  65. ^ "How the first "driverless car" was invented in Britain in 1960". Yahoo! News. 17 July 2013. Retrieved 21 July 2013. 
  66. ^ "1960 Citroen DS19 - "Driverless car"". flickr.com. 12 August 2012. 
  67. ^ Bishop, Richard (2005). Intelligent Vehicle Technologies and Trends. Boston: Artech House. p. 300. ISBN 978-1580539111. 
  68. ^ Robot Car | Raglan Tribe. YouTube. Retrieved 12 March 2013.
  69. ^ No Hands Across America Home Page. Retrieved 4 February 2013.
  70. ^ Albanesius, Chloe (October 11, 2010). "Google Car: Not the First Self-Driving Vehicle". PC Magazine. 
  71. ^ "4-D/RCS reference model architecture for unmanned ground vehicles" (PDF). 
  72. ^ Park shuttle automated driverless vehicle. University of Washington. 2009. Retrieved 14 March 2013.
  73. ^ McCue, Andy (26 January 2006). "RFID-tagged driverless cars on roads by 2056". Silicon.com. Retrieved 20 November 2011. 
  74. ^ "Driverless trucks by 2019". Roadsafetygb.org.uk. Retrieved 20 November 2011. 
  75. ^ "Rio Tinto Expands Driverless Truck Fleet". 2 November 2011. 
  76. ^ a b Harris, Mark (2014-09-10). "How Google’s Autonomous Car Passed the First U.S. State Self-Driving Test". IEEE Spectrum (Institute of Electrical and Electronic Engineers). Retrieved 2014-09-13. 
  77. ^ Jack Carfrae (25 May 2010). "An automated adventure at the wheel of a driverless BMW - The National". Thenational.ae. Retrieved 28 April 2012. 
  78. ^ "The driverless car is coming. And we all should be glad it is." by Dan Niel Wall Street Journal. 24 September 2012.
  79. ^ "EN-V electric networked car concept by GM begins pilot testing". DesignBoom.com. 14 October 2011. Retrieved 7 January 2013.
  80. ^ "Driving Without a Driver - Volkswagen presents the "Temporary Auto Pilot"". Media.vw.com. Retrieved 28 April 2012. 
  81. ^ "Ford is ready for the autonomous car. Are drivers? – Mobile Technology News". Gigaom.com. 9 April 2012. Retrieved 28 April 2012. 
  82. ^ "Public Containerised Transport, ways to improve the efficiency and experience of travel by intermodalizing automobiles". Nordic Communications Corporation. 4 January 2013. 
  83. ^ "Without driver or map, vans go from Italy to China". Elaine Kurtenbac. Associated Press. Retrieved 5 February 2013.
  84. ^ Alberto Broggi (17 July 2013). "PROUD Car Test 2013". VisLab. Retrieved 17 July 2013. 
  85. ^ FU Berlin (17 July 2013). "Brandenburg Gate Mission Accomplished - Autonomous Car Navigates the Streets of Berlin". FU Berlin. Retrieved 17 July 2013. 
  86. ^ Hamilton, O.K., Breckon, T.P., Bai, X., Kamata, S. (September 2013). "A Foreground Object based Quantitative Assessment of Dense Stereo Approaches for use in Automotive Environments". Proc. International Conference on Image Processing. IEEE. pp. 418–422. Retrieved 19 November 2013. 
  87. ^ Daimler (8 September 2013). "Mercedes-Benz S 500 INTELLIGENT DRIVE". youtube. Retrieved 14 October 2013. 
  88. ^ Dan Neal (27 September 2013). "Driverless Cars for the Road Ahead". Wall Street Journal. Retrieved 14 October 2013. 
  89. ^ Nissan News (2013-08-28). "Nissan says it will have first commercially-viable autonomous drive vehicles by 2020; across the range in 2 vehicle generations". Green Car Congress. Retrieved 2014-03-05. 
  90. ^ Paul Stenquist (2013-08-29). "Nissan Announces Plans to Release Driverless Cars by 2020". The New York Times. Retrieved 2014-03-05. 
  91. ^ Nikki Gordon-Bloomfield (2013-09-26). "Nissan’s Autonomous LEAF Granted License for Public Roads in Japan". PluginCars.com. Retrieved 2014-03-05. 
  92. ^ Jonathan Welsh (2013-12-02). "Self-Driving Nissan Electric Car Takes to Highway". The Wall Street Journal. Retrieved 2014-03-05. 
  93. ^ Alexis Santos (2013-11-26). "Nissan Leaf prototype becomes first autonomous car to hit Japanese highways (video)". Engadget.com. Retrieved 2014-03-05. 
  94. ^ Stenquist, Paul (25 October 2013). "On the Road to Autonomous, a Pause at Extrasensory". The New York Times. Retrieved 28 October 2013. 
  95. ^ Ewing, Jack (16 May 2013). "A Benz With a Virtual Chauffeur". The New York Times. Retrieved 19 May 2013. 
  96. ^ Ingraham, Nathan (18 May 2013). "Mercedes-Benz shows off self-driving car technology in its new $100,000 S-Class". The Verge. Retrieved 19 May 2013. 
  97. ^ English, Andrew (20 November 2012). "New Car Tech: 2014 Mercedes-Benz S-Class". Road & Track. Retrieved 13 April 2013. 
  98. ^ Ulrich, Lawrence (15 December 2013). "Feeling a Bit Obsolete in the Driver’s Seat". The New York Times. Retrieved 18 December 2013. 
  99. ^ Daniel P. Howley (23 August 2012). "The Race to Build Self-Driving Cars". Laptop. Retrieved 12 March 2013. 
  100. ^ "Navia - The 100% Electric Automated Transport". Induct Technology. Retrieved 7 January 2014. 
  101. ^ http://googleblog.blogspot.com/2014/05/just-press-go-designing-self-driving.html
  102. ^ http://www.theverge.com/2014/10/9/6955357/this-is-tesla-s-d-an-all-wheel-drive-car-with-eyes-on-the-road
  103. ^ a b "Autonomous Driving according to Volvo Car Group: benefits for society and consumers alike". Volvo News. 2 December 2013. Retrieved 2 February 2014. 
  104. ^ http://techcenter.mercedes-benz.com/de_DE/distronic_plus_steering_assist/detail.html
  105. ^ Ziegler, Chris (2 October 2014). "Elon Musk says next year's Tesla cars will be able to self-drive 90 percent of the time". The Verge. Retrieved 3 October 2014. 
  106. ^ Rosenblatt, Seth (29 May 2014). "Even limited to 25 mph, Google's car will arrive faster than you think". CNET. Retrieved 26 August 2014. 
  107. ^ Richard Read (11 October 2013). "Toyota Will Roll Out Autonomous Cars By The 'Mid-2010s'". The Car Connection. Retrieved 14 October 2013. 
  108. ^ "Self-driving cars take a small step closer to reality". Relaxnews. 12 September 2014. Retrieved 10 October 2014. 
  109. ^ "Mercedes-Benz to Introduce Autobahn Pilot Assistant in Two Years". Autoevolution. 11 November 2013. Retrieved 20 October 2014. 
  110. ^ "Mobileye Automated Driving". YouTube. Mobileye. 7 August 2014. Retrieved 10 August 2014. 
  111. ^ "GM will introduce hands-free, foot-free driving in 2017 Cadillac". Los Angeles Times. 7 September 2014. Retrieved 7 September 2014. 
  112. ^ Nawaguna, Elvina (3 February 2014). "U.S. may mandate 'talking' cars by early 2017". Reuters. Retrieved 17 September 2014. 
  113. ^ Colias, Mike (7 September 2014). "GM plans to launch Cadillac CTS with vehicle-to-vehicle tech in 2 years". Automotive News. Retrieved 17 September 2014. 
  114. ^ Gannes, Liz (13 May 2014). "Here’s What It’s Like to Go for a Ride in Google’s Robot Car". Re/code. Retrieved 7 June 2014. 
  115. ^ Gara, Antoine (1 August 2014). "Israel's Mobileye Looks to Driverless Car after Record IPO". Yahoo Finance. Retrieved 19 October 2014. 
  116. ^ Reed, Richard (21 July 2014). "Nissan Reveals New Details About Autonomous Car Features & Arrival Dates". The Car Connection. Retrieved 21 July 2014. 
  117. ^ Eric, Mack. "Elon Musk: Don't fall asleep at the wheel for another 5 years" (10 October 2014). CNET. Retrieved 12 October 2014. 
  118. ^ web|title=Volvo Crash Free Cars by 2020:|url=http://www.alternativeroutefinance.co.uk/latest-news/volvo-cars-crash-free
  119. ^ Preisinger, Irene (8 September 2013). "Daimler aims to launch self-driving car by 2020". Reuters. Retrieved 14 September 2013. 
  120. ^ Elmer, Stephen (26 February 2013). "BMW Targets 2020 for Self-Driving Cars". AutoGuide. Retrieved 17 April 2013. 
  121. ^ Johnson, Drew (30 January 2013). "Audi predicts self-driving cars by 2020". Left Lane News. Retrieved 13 April 2013. 
  122. ^ Cheng, Roger (25 March 2014). "General Motors President sees self-driving cars by 2020". CNET. Retrieved 25 March 2014. 
  123. ^ Jonathan Hawley (3 October 2014). "Jaguar joins the race to driverless cars". drive.com.au. Retrieved 3 October 2014. 
  124. ^ David Shepardson (13 January 2014). "Daimler chief: Fully autonomous vehicles could be ready by 2025". Detroit News Washington Bureau. Retrieved 14 January 2014. 
  125. ^ "INSIDE AUTO: Ford, researchers to work on autonomous cars". The News-Herald. 28 January 2014. Retrieved 28 January 2014. 
  126. ^ Matthew Rocco (8 September 2014). "Self-Driving Cadillac Brings Industry Closer to Autonomous Car". Fox Business. Retrieved 30 September 2014. 
  127. ^ Chuck Tannert (31 January 2014). "Will You Ever Be Able To Afford A Self-Driving Car?". Fast Company. Retrieved 1 February 2014. 
  128. ^ Bryant Walker Smith (1 November 2012). "Automated Vehicles Are Probably Legal in The United States". The Center for Internet and Society (CIS) at Stanford Law School. Retrieved 31 January 2013. 
  129. ^ Bryant Walker Smith. "Automated Driving: Legislative and Regulatory Action". The Center for Internet and Society (CIS) at Stanford Law School. Retrieved 31 January 2013. 
  130. ^ Christine Dobby (24 June 2011). "Nevada state law paves the way for driverless cars". Financial Post. Retrieved 25 June 2011. 
  131. ^ a b Slosson, Mary (8 May 2012). "Google gets first robotic car license in Nevada". Reuters. Retrieved 9 May 2012. 
  132. ^ "Bill AB511 Nevada Legislature". Nevada Legislature. Retrieved 25 June 2011. 
  133. ^ Tim Healey (24 June 2011). "Nevada Passes Law Allowing Self-Driving Cars". Motor Trend. Retrieved 25 June 2011. 
  134. ^ a b Cy Ryan (7 May 2012). "Nevada issues Google first license for self-driving car". Las Vegas Sun. Retrieved 12 May 2012. 
  135. ^ "FL HB 192 of 2012 as enrolled". State of Florida. Retrieved 8 February 2013. 
  136. ^ "Google's Sergey Brin joins California Gov. Jerry Brown as he signs new driverless car law". MercuryNews.com. 25 September 2012. Retrieved 9 February 2013. 
  137. ^ "Will Computer-Piloted Cars Live Up To Their Potential?". Slate.com. 5 September 2012. Retrieved 7 January 2013.
  138. ^ "MColorado Rejects Driverless Car Proposal". CBS Local Denver. 5 February 2013. Retrieved 8 February 2013. 
  139. ^ a b "UK to road test driverless cars". BBC. 16 July 2013. Retrieved 17 July 2013. 
  140. ^ "No lights, no signs, no accidents - future intersections for driverless cars | Video". Reuters.com. Retrieved 28 April 2012. 
  141. ^ "Look Ma, No Hands!". ieee.org. 2 September 2012. Retrieved 6 September 2013. 
  142. ^ "Autonomous Vehicles Will Surpass 95 Million in Annual Sales by 2035". navigantresearch.com. 21 August 2013. Retrieved 6 September 2013. 
  143. ^ "Self-driving cars could be a decade away". dailycamera.com. 5 September 2013. Retrieved 6 September 2013. 
  144. ^ "TRANSFORMING+PERSONAL MOBILITY". The Earth Institute, Columbia University. 27 January 2013. Retrieved 6 September 2013. 
  145. ^ "Look Mom, No Hands!". emarketing.pwc.com. February 2013. Retrieved 6 September 2013. 
  146. ^ "Self-drivng cars: The next revolution". kpmg.com. 5 September 2013. Retrieved 6 September 2013. 
  147. ^ "[INFOGRAPHIC] Autonomous Cars Could Save The US $1.3 Trillion Dollars A Year". businessinsider.com. 12 September 2014. Retrieved 3 October 2014. 
  148. ^ "Consumers in US and UK Frustrated with Intelligent Devices That Frequently Crash or Freeze, New Accenture Survey Finds". Accenture. 10 October 2011. Retrieved 30 June 2013. 
  149. ^ Yvkoff, Liane (27 April 2012). "Many car buyers show interest in autonomous car tech". CNET. Retrieved 30 June 2013. 
  150. ^ "Große Akzeptanz für selbstfahrende Autos in Deutschland". motorvision.de. 9 October 2012. Retrieved 6 September 2013. 
  151. ^ "Autonomous Cars Found Trustworthy in Global Study". autosphere.ca. 22 May 2013. Retrieved 6 September 2013. 
  152. ^ "Autonomous cars: Bring 'em on, drivers say in Insurance.com survey". Insurance.com. 28 July 2014. Retrieved 29 July 2014. 
  153. ^ http://googleblog.blogspot.nl/2014/04/the-latest-chapter-for-self-driving-car.html
  154. ^ a b "Driverless van crosses from Europe to Asia". edition.cnn.com. 18 October 2010. Archived from the original on 1 November 2010. Retrieved 19 November 2010. 
  155. ^ Bjorn Carey (14 August 2012). "Shelley, Stanford's robotic racecar, hits the track". R&D Magazine. Retrieved 9 September 2012. 
  156. ^ "WildCat homepage". Mobile Robotics Group. 2011. Retrieved 15 February 2013. 
  157. ^ "Robotic car developed by Oxford University". BBC. 10 October 2011. Retrieved 10 October 2011. 
  158. ^ "Volkswagen Golf GTI 53+1 info". Volkswagenag.com. 4 July 2006. Archived from the original on 15 December 2010. Retrieved 19 November 2010. 
  159. ^ Christian Steinert, The German Car Blog (21 May 2007). "VW Golf GTI 53+1 in action". Germancarblog.com. Retrieved 19 November 2010. 
  160. ^ "VW Golf GTI 53+1 overview". Engadget.com. Retrieved 19 November 2010. 
  161. ^ Arth, Michael E. (2010). Democracy and the Common Wealth: Breaking the Stranglehold of the Special Interests. Golden Apples Media. pp. 363–368. ISBN 978-0-912467-12-2. 
  162. ^ "Front page | AutoNOMOS - Autonomous Cars from Berlin". Autonomos.inf.fu-berlin.de. 13 October 2010. Retrieved 19 November 2010. 
  163. ^ "RobotCar UK homepage". Mobile Robotics Group. 14 February 2013. Retrieved 15 February 2013. 
  164. ^ "Self-driving car given UK test run at Oxford University". BBC. 14 February 2013. Retrieved 15 February 2013. 

Further reading[edit]

External links[edit]

Articles[edit]

Videos[edit]