An autonomous car, also known as a driverless car, driver-free car, self-driving car or robot car, is an autonomous vehicle capable of fulfilling the human 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. Currently, 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).
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. 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. Since the 1980s, when Mercedes-Benz and Bundeswehr University Munich built a driverless car through the EUREKA Prometheus Project, 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. In 2010, four electric autonomous vans successfully drove 8000 miles from Italy to China. The vehicles were developed in a research project backed by European Union funding, by Vislab of the University of Parma, Italy. In July 2013 Vislab worldpremiered BRAiVE, a vehicle that moved autonomously on a mixed traffic route open to public traffic. As of 2013, four U.S. states have passed laws permitting autonomous cars: Nevada, Florida, California, and Michigan. In Europe, cities in Belgium, France and Italy are planning to operate transport systems for driverless cars.
- 1 Definition
- 2 Potential advantages
- 3 Potential obstacles
- 4 History
- 5 Semi-autonomous vehicles
- 6 Legislation
- 7 Vehicular communication systems
- 8 Forecasts
- 9 Public opinion surveys
- 10 Notable projects
- 11 In fiction
- 12 See also
- 13 References
- 14 Further reading
- 15 External links
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". Wood, S.P., Chang, J., Healy, T. & Wood, J. (2012). The potential regulatory challenges of increasingly autonomous motor vehicles. 52nd Santa Clara Law Review, 4, 9, pp. 1423–1502. See also http://digitalcommons.law.scu.edu/cgi/viewcontent.cgi?article=2734&context=lawreview
- 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.
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.
- Increased roadway capacity and reduced traffic congestion due to reduced need for safety gaps and the ability to better manage traffic flow.
- Relief of vehicle occupants from driving and navigation chores.
- Higher speed limit for autonomous cars.
- Removal of constraints on occupants' state – in an autonomous car, it would not matter if the occupants were under age, over age, 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.
- Reduction of space required for vehicle parking.
- Reduction in the need for traffic police and vehicle insurance.
- Reduction of physical road signage – autonomous cars could receive necessary communication electronically (although physical signs may still be required for any human drivers).
- Smoother ride.
In spite of the various benefits to increased vehicle automation, some foreseeable challenges persist:
- Liability for damage.
- Resistance for individuals to forfeit control of their cars.
- Software reliability.
- Cyber Security: A car's computer could potentially be compromised, as could a communication system between cars.
- Implementation of legal framework and establishment of government regulations for self-driving cars.
- Drivers being inexperienced if situations arose requiring manual driving.
- Loss of driving-related jobs.
- Loss of privacy.
- Competition for the radio spectrum desired for the car's communication.
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. 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.
An early representation of the autonomous car was Norman Bel Geddes's Futurama exhibit sponsored by General Motors at the 1939 World's Fair, which depicted electric cars powered by circuits embedded in the roadway and controlled by radio.
In 1953, RCA Labs successfully built a miniature car that was guided and contolled 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. 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 can rush it over an automatic highway while the driver relaxes".
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.
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.
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.
Also during the 1960s and the 1970s, Bendix Corporation developed and tested autonomous cars that were powered and controlled by buried cables, with wayside communicators relaying computer messages.
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. 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 laser radar, 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.
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.
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. 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.
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.
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.
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. 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.
The US Government funded three military efforts known as Demo I (US Army), Demo II (DARPA), and Demo III (US Army). Demo III (2001) 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, a driverless public road transport system, became operational in the Netherlands in the early 2000s. 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.
Autonomous vehicles have also been used in mining. Since December 2008, Rio Tinto Alcan has been 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. Other autonomous mining systems include Sandvik Automine's underground loaders and Caterpillar Inc.'s autonomous hauling.
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, while in 2010, Audi sent a driverless Audi TTS to the top of Pike’s Peak at close to race speeds. In 2011, GM created the EN-V (short for Electric Networked Vehicle), an autonomous electric urban vehicle. 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. Ford has conducted extensive research into driverless systems and vehicular communication systems. In January 2013, Toyota demonstrated a partially self-driving car with numerous sensors and communication systems. 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.
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.
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.
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.
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 and radars drive completely autonomously for about 100 km from Mannheim to Pforzheim, Germany, following the historic Bertha Benz Memorial Route.
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. 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. 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.
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.
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.
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.
In January 2014, Induct Technology's Navia shuttle became the first self-driving vehicle to be available for commercial sale. 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."
On May 27, 2014, Google 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.
Major automobile manufacturers and technology companies have made numerous predictions for the development of autonomous car technology in the near future.
- Late 2014, Volvo will feature Adaptive Cruise Control with steer assist which will automatically follow the vehicle ahead in queues.
- Late 2014, The National Telecommunications and Information Administration is expected to set recommendations for setting aside broadband spectrum for autonomous cars.
- By 2015, Audi plans to market vehicles that can autonomously steer, accelerate and brake at lower speeds, such as in traffic jams.
- By 2015, Nissan expects to sell vehicles with autonomous steering, braking, lane guidance, throttle, gear shifting, and, as permitted by law, unoccupied self-parking after passengers exit.
- 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.
- By 2016, Mobileye expects to release fully autonomous car technology.
- January 1, 2017 The National Highway Traffic Safety Administration hopes to mandate the adoption of Vehicle-to-Vehicle technology on all new automobiles.
- By 2017, Tesla plans an "autopilot" feature that handles 90% of miles driven. Tesla has partnered with Mobileye.
- Between 2017 to 2020, Google believes its Level 4 self-driving cars will be available to the public.
- Between 2018 to 2020, Nissan says its self-driving cars could be deployed, with legislation determining the date.
- By 2020, Volvo envisages having cars in which passengers would be immune from injuries.
- By 2020, GM, Mercedes-Benz, Audi, BMW and Renault all expect to sell vehicles that can drive themselves at least part of the time.
- By 2025, Daimler and Ford expect autonomous vehicles on the market.
- 2035. IHS Automotive report says will be the year most self-driving vehicles will be operated completely independent from a human occupant’s control.
Though not fully autonomous, there are features in which the vehicle will take control of itself for either safety or convenience purposes. In 2014, features in which the vehicle takes control include:
- cruise control
- adaptive cruise control
- stability control
- precrash system
- automatic parking
- lane-keeping system
In the United States, state vehicle codes generally do not envisage — but do not necessarily prohibit — highly automated vehicles. To clarify the legal status of and otherwise regulate such vehicles, several states have enacted or are considering specific laws. 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. The law went into effect on 1 March 2012. This legislation was supported by Google in an effort to legally conduct further testing of its Google 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. Furthermore, Nevada's regulations require a person behind the wheel and one in the passenger’s seat during tests.
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. 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'."
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."
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. 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.
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. Colorado's proposed bill was rejected in committee in February 2013.
In 2013, the government of the United Kingdom permitted the testing of autonomous cars on public roads. Prior to this, all testing of robotic vehicles in the UK had been conducted on private property.
Vehicular communication systems
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.
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.
- 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.
- 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.
- 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.
- Columbia University's The Earth Institute forecasts the reduction of United State's fleet of vehicles by a factor of 10.
- 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.
- KPMG LLP and the Center for Automotive Research (CAR) foresee improvements in productivity and energy efficiency as well as new business models.
Public opinion surveys
In a 2011 online survey of 2,006 consumers in the US and the UK conducted by Accenture, 49% of those surveyed said they would be comfortable using a "driverless car". According to a 2012 survey of 17,400 vehicle owners conducted by J.D. Power and Associates, 37% of all survey responders initially said they would be interested in purchasing a fully autonomous car. However, that figure dropped to 20% once they learned the technology would cost an additional $3,000. With an additional cost of $3,000, 25% of the male vehicle buyers were willing to pay for a fully autonomous vehicle, while only 14 percent of women wanted the feature.
According to a survey of about 1,000 German drivers that were conducted by the German automotive research company Puls, 22% of the respondents had a positive attitude towards these cars, 10% were undecided, 44% were skeptical and 24% were hostile towards autonomous cars.
According to a survey of 1,500 consumers across 10 countries that was conducted by Cisco Systems, a full 57 percent “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 cited as the countries most willing to trust autonomous technology.
- The DARPA Grand Challenge has been 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. The Hanyang University A1 team won the prize.
- In October 2013, KSAE and KATECH held the Korean Autonomous Vehicle Competition (AVC), with a top prize of $100,000. The Hanyang University A1 team won the prize.
- 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. By April 2014 700,000 autonomous miles (1,1000,000 km) were logged.
- 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.
- 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. At the time, this was the longest-ever journey conducted by an unmanned vehicle.
- 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.
- Oxford University's 2011 WildCat Project created a modified Bowler Wildcat which is capable of autonomous operation using a flexible and diverse sensor suite.
- The Volkswagen Golf GTI 53+1 is a modified Volkswagen Golf GTI capable of autonomous driving. 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.
- AutoNOMOS – part of the Artificial Intelligence Group of the Freie Universität Berlin
- Toyota has developed prototype cars with autonomous capabilities for demonstration at the 2013 Consumer Electronics Show.
- 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.
- 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.
|BMW 5 Series||Mercedes S 500 Intelligent Drive||Nissan Leaf EV||Google driverless car||General Motors Cadillac SRX|
|Video camera tracks lane markings and reads road signs||Stereo camera sees objects ahead in 3-D||Front and side radar||LIDAR on the roof detects objects around the car in 3-D||Several laser sensors|
|Radar sensors detect objects ahead||Additional cameras read road signs and detect traffic lights||Camera||Camera helps detect objects||Radar|
|Very accurate map||Short- and long-range radar||Four wide-angle camers show the driver the car's surroundings||Very accurate map||Very accurate map|
|Ultrasonic sensors||Ultrasonic sensors||Inertial measuring unit tracks position|
|Differential GPS||Infrared camera||Wheel encoder tracks movement|
|Side laser scanners||Front and side radar|
In film and television
- KITT, the autonomous Pontiac Trans Am in the 1982 TV series Knight Rider, was sentient and autonomous.
- The 1983 film Christine features a sentient, autonomous car as the title character.
- In the 1989 film Batman, starring Michael Keaton, the Batmobile is shown to be able to drive itself to Batman's current location.
- The 1990 film Total Recall, starring Arnold Schwarzenegger, features taxis called Johnny Cabs controlled by artificial intelligence in the car or the android drivers.
- The 1993 film Demolition Man, starring Sylvester Stallone, set in 2032, features vehicles that can be self-driven or commanded to "Auto Mode" where a voice controlled computer operates the vehicle.
- The 1994 film Timecop, starring Jean-Claude Van Damme, set in 2004 and 1994, has cars that can either be self-driven or commanded to drive to specific locations such as "home".
- Another Arnold Schwarzenegger movie, The 6th Day from 2000, features an autonomous car commanded by Michael Rapaport.
- The 2002 film Minority Report, set in Washington, D.C. in 2054, features an extended chase sequence involving autonomous cars. The vehicle of protagonist John Anderton is transporting him when its systems are overridden by police in an attempt to bring him into custody.
- 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.
- Intelligent or self-driving cars are a common theme in science fiction novels, including Peter F. Hamilton's Commonwealth Saga and Alastair Reynolds' Revelation Space series.
- Driverless cars or AutoM8s in Daniel Suarez's techno-thriller, Daemon also plays a significant role as transport and weapons in the story.
- "Sally" a science fiction short story by Isaac Asimov, first published in the May–June 1953 issue of Fantastic and later appeared in the Asimov collections Nightfall and Other Stories (1969) and The Complete Robot (1982).
- Automated guideway transit
- Automated platooning (Car train)
- Automatic train operation
- Autonomous cruise control system
- Automatic parking
- Intelligent transportation system
- Google driverless car
- Lane departure warning system
- Safe Road Trains for the Environment
- Unmanned ground vehicle
- Vehicle infrastructure integration
- 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.
- "What Is a Driverless Car?". WiseGeek. Retrieved 11 October 2013.
- "Thrun on Udacity, Online Education, Driver-Free Car". Bloomberg. 18 June 2013. Retrieved 14 April 2014.
- Kelly, Heather (30 October 2012). "Self-driving cars now legal in California". CNN. Retrieved 11 October 2013.
- Lavrinc, Damon (26 September 2013). "Nissan's Robot Car Passes Its License Test". Wired. Retrieved 11 October 2013.
- "The beginning of the end of driving". Motor Trend. January 2013 issue. Retrieved 7 January 2013.
- O'Toole (2009) pp. 189-192
- Schmidhuber, Jürgen (2009). "Prof. Schmidhuber's highlights of robot car history". Retrieved 15 July 2011.
- "Video Friday: Bosch and Cars, ROVs and Whales, and Kuka Arms and Chainsaws". IEEE Spectrum. 25 January 2013. Retrieved 26 February 2013.
- "Audi of America > news > Pool > Reaffirmed Mission for Autonomous Audi TTS Pikes Peak". AudiUSA.com. Retrieved 28 April 2012.
- "Nissan car drives and parks itself at Ceatec". BBC. 4 October 2012. Retrieved 4 January 2013.
- "Toyota sneak previews self-drive car ahead of tech show". BBC. 4 January 2013. Retrieved 4 January 2013.
- "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.
- "Google's Self-Driving Cars: 300,000 Miles Logged, Not a Single Accident Under Computer Control". The Atlantic. Retrieved 10 August 2012.
- "Vislab, University of Parma, Italy - 8000 miles driverless test begins". Retrieved 27 October 2013.
- "VisLab Intercontinental Autonomous Challenge: Inaugural Ceremony – Milan, Italy". Retrieved 27 October 2013.
- "Vislab, University of Parma, Italy - Public Road Urban Driverless-Car Test 2013 - World premiere of BRAiVE".
- Muller, Joann. "With Driverless Cars, Once Again It Is California Leading The Way". Forbes. 26 September 2012. Retrieved 12 March 2013.
- "Nevada enacts law authorizing autonomous (driverless) vehicles". Green Car Congress. 25 June 2011. Retrieved 25 June 2011.
- Alex Knapp (22 June 2011). "Nevada Passes Law Authorizing Driverless Cars". Forbes. Archived from the original on 28 June 2011. Retrieved 25 June 2011.
- John Markoff (10 May 2011). "Google Lobbies Nevada To Allow Self-Driving Cars". The New York Times. Retrieved 11 May 2011.
- "Autonomous Vehicles". State of Nevada Department of Motor Vehicles. Retrieved 25 June 2013.
- "Driverless cars take to the road". E.U.CORDIS Research Program CitynetMobil. Retrieved 27 October 2013.
- "Snyder OKs self-driving vehicles on Michigan's roads". Detroit News. 27 December 2013. Retrieved 1 January 2014.
- "U.S. Department of Transportation Releases Policy on Automated Vehicle Development". National Highway Traffic Safety Administration. 30 May 2013. Retrieved 18 December 2013.
- Cowen, Tyler (28 May 2011). "Can I See Your License, Registration and C.P.U.?". The New York Times.
- O'Toole (2009) p. 192
- "Future Car Focus: Robot Cars". MSN Autos. 2013. Retrieved 27 January 2013.
- "Get ready for automated cars". Houston Chronicle. 11 September 2012. Retrieved 5 December 2012.
- "Changes to older driver licensing".
- 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.
- 254. "Koushik Dutta - Google+ - The Unintended Effects of Driverless Cars Google has been..". Plus.google.com. Retrieved 28 April 2012.
- "BMW Remote Controlled Parking".
- Light, Donald (8 May 2012). A Scenario" The End of Auto Insurance (Technical report). Celent.
- 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.
- "AIM: Autonomous Intersection Management - Project Home Page". Cs.utexas.edu. 21 February 2012. Retrieved 28 April 2012.
- "Autonomous Intersection Management - FCFS policy with 6 lanes in all directions". YouTube. 12 June 2009. Retrieved 28 April 2012.
- 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.
- 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.
- "New Allstate Survey Shows Americans Think They Are Great Drivers - Habits Tell a Different Story". PR Newswire. 2 August 2011. Retrieved 7 September 2013.
- David Shepardson (31 December 2013). "Study: Self-driving cars to jolt market by 2035". The Detroit News. Retrieved 24 January 2014.
- "Hackers find ways to hijack car computers and take control". 3 September 2013. Retrieved 7 September 2013.
- Philip E. Ross (11 April 2014). "A Cloud-Connected Car Is a Hackable Car, Worries Microsoft". IEEE Spectrum. Retrieved 23 April 2014.
- "Will Regulators Allow Self-Driving Cars In A Few Years?". Forbes. 24 September 2013. Retrieved 5 January 2014.
- "Reliance on autopilot is now the biggest threat to flight safety, study says". 18 November 2013. Retrieved 19 November 2013.
- Mui, Chunka (19 December 2013). "Will The Google Car Force A Choice Between Lives And Jobs?". Forbes. Retrieved 19 December 2013.
- "Mass unemployment fears over Google artificial intelligence plans". London. 29 December 2013. Retrieved 29 December 2013.[dead link]
- Patrick Lin (22 January 2014). "What If Your Autonomous Car Keeps Routing You Past Krispy Kreme?". The Atlantic. Retrieved 22 January 2014.
- Glenn Garvin (21 March 2014). "Automakers say self-driving cars are on the horizon". Miami Herald. Retrieved 22 March 2014.
- "Power companies build for your new electric living". The Victoria Advocate. 24 March 1957.
- "'Phantom Auto' will tour city". The Milwaukee Sentinel. Google News Archive. 8 December 1926. Retrieved 23 July 2013.
- ""Phantom Auto" to Be Operated Here". The Free-Lance Star. Google News Archive. 17 June 1932. Retrieved 14 September 2013.
- Ingraham, Joseph C. (6 June 1960). "ELECTRONIC ROADS CALLED PRACTICAL". nytimes.com.
- "Reporter Rides Driverless Car". The Press-Courier. Google News Archive. 7 June 1960. Retrieved 21 July 2013.
- "This Automobile Doesn't Need Driver". Palm Beach Daily News. Google News Archive. 15 December 1966. Retrieved 23 July 2013.
- "DiSalle Seeks Road Funds In Washington". Toledo Blade. 3 August 1961.
- Reynolds, John (26 May 2001). "Cruising into the future". London: telegraph.co.uk.
- "How the first "driverless car" was invented in Britain in 1960". Yahoo! News. 17 July 2013. Retrieved 21 July 2013.
- "1960 Citroen DS19 - "Driverless car"". flickr.com. 12 August 2012.
- Bishop, Richard (2005). Intelligent Vehicle Technologies and Trends. Boston: Artech House. p. 300. ISBN 978-1580539111.
- Robot Car | Raglan Tribe. YouTube. Retrieved 12 March 2013.
- No Hands Across America Home Page. Retrieved 4 February 2013.
- Albanesius, Chloe (October 11, 2010). "Google Car: Not the First Self-Driving Vehicle". PC Magazine.
- "4-D/RCS reference model architecture for unmanned ground vehicles" (PDF).
- Park shuttle automated driverless vehicle. University of Washington. 2009. Retrieved 14 March 2013.
- McCue, Andy (26 January 2006). "RFID-tagged driverless cars on roads by 2056". Silicon.com. Retrieved 20 November 2011.
- "Driverless trucks by 2019". Roadsafetygb.org.uk. Retrieved 20 November 2011.
- "Rio Tinto Expands Driverless Truck Fleet". 2 November 2011.
- Jack Carfrae (25 May 2010). "An automated adventure at the wheel of a driverless BMW - The National". Thenational.ae. Retrieved 28 April 2012.
- "The driverless car is coming. And we all should be glad it is." by Dan Niel Wall Street Journal. 24 September 2012.
- "EN-V electric networked car concept by GM begins pilot testing". DesignBoom.com. 14 October 2011. Retrieved 7 January 2013.
- "Driving Without a Driver - Volkswagen presents the "Temporary Auto Pilot"". Media.vw.com. Retrieved 28 April 2012.
- "Ford is ready for the autonomous car. Are drivers? – Mobile Technology News". Gigaom.com. 9 April 2012. Retrieved 28 April 2012.
- "Public Containerised Transport, ways to improve the efficiency and experience of travel by intermodalizing automobiles". Nordic Communications Corporation. 4 January 2013.
- "Without driver or map, vans go from Italy to China". Elaine Kurtenbac. Associated Press. Retrieved 5 February 2013.
- Alberto Broggi (17 July 2013). "PROUD Car Test 2013". VisLab. Retrieved 17 July 2013.
- FU Berlin (17 July 2013). "Brandenburg Gate Mission Accomplished - Autonomous Car Navigates the Streets of Berlin". FU Berlin. Retrieved 17 July 2013.
- 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.
- Daimler (8 September 2013). "Mercedes-Benz S 500 INTELLIGENT DRIVE". youtube. Retrieved 14 October 2013.
- Dan Neal (27 September 2013). "Driverless Cars for the Road Ahead". Wall Street Journal. Retrieved 14 October 2013.
- 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.
- Paul Stenquist (2013-08-29). "Nissan Announces Plans to Release Driverless Cars by 2020". The New York Times. Retrieved 2014-03-05.
- Nikki Gordon-Bloomfield (2013-09-26). "Nissan’s Autonomous LEAF Granted License for Public Roads in Japan". PluginCars.com. Retrieved 2014-03-05.
- Jonathan Welsh (2013-12-02). "Self-Driving Nissan Electric Car Takes to Highway". The Wall Street Journal. Retrieved 2014-03-05.
- Alexis Santos (2013-11-26). "Nissan Leaf prototype becomes first autonomous car to hit Japanese highways (video)". Engadget.com. Retrieved 2014-03-05.
- Stenquist, Paul (25 October 2013). "On the Road to Autonomous, a Pause at Extrasensory". The New York Times. Retrieved 28 October 2013.
- Ewing, Jack (16 May 2013). "A Benz With a Virtual Chauffeur". The New York Times. Retrieved 19 May 2013.
- 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.
- English, Andrew (20 November 2012). "New Car Tech: 2014 Mercedes-Benz S-Class". Road & Track. Retrieved 13 April 2013.
- Ulrich, Lawrence (15 December 2013). "Feeling a Bit Obsolete in the Driver’s Seat". The New York Times. Retrieved 18 December 2013.
- Daniel P. Howley (23 August 2012). "The Race to Build Self-Driving Cars". Laptop. Retrieved 12 March 2013.
- "Navia - The 100% Electric Automated Transport". Induct Technology. Retrieved 7 January 2014.
- "Autonomous Driving according to Volvo Car Group: benefits for society and consumers alike". Volvo News. 2 December 2013. Retrieved 2 February 2014.
- Hagon, Toby (13 March 2013). "Driverless cars possible by 2015". Drive.com.au. Retrieved 13 April 2013.
- Stevens, Tim (3 October 2012). "Nissan NSC-2015 self-driving car with LTE and smartphone connectivity". Engadget. Retrieved 13 April 2013.
- Richard Read (11 October 2013). "Toyota Will Roll Out Autonomous Cars By The 'Mid-2010s'". The Car Connection. Retrieved 14 October 2013.
- Davies, Chris (30 May 2013). "Mobileye wants self-driving cars by 2016 at a fraction of Google's costs". Slashgear. Retrieved 1 June 2013.
- "Driving Tips Issued As DOT Promotes Safety Technology". PRWeb. 11 February 2014. Retrieved 1 March 2014.
- Pitts, Jack (31 March 2014). "Tesla CEO: 'We aim to have self-driving cars within 3 years'". The Independent (London). Retrieved 31 March 2014.
- "Elon Musk: Tesla's driverless car will be street-ready in three years". Network World. 18 September 2013. Retrieved 31 March 2014.
- 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.
- Vijayenthiran, Viknesh (6 June 2014). "Nissan may introduce self-driving car by 2018". The Christian Science Monitor. Retrieved 7 June 2014.
- Preisinger, Irene (8 September 2013). "Daimler aims to launch self-driving car by 2020". Reuters. Retrieved 14 September 2013.
- Elmer, Stephen (26 February 2013). "BMW Targets 2020 for Self-Driving Cars". AutoGuide. Retrieved 17 April 2013.
- Johnson, Drew (30 January 2013). "Audi predicts self-driving cars by 2020". Left Lane News. Retrieved 13 April 2013.
- Cheng, Roger (25 March 2014). "General Motors President sees self-driving cars by 2020". CNET. Retrieved 25 March 2014.
- David Shepardson (13 January 2014). "Daimler chief: Fully autonomous vehicles could be ready by 2025". Detroit News Washington Bureau. Retrieved 14 January 2014.
- "INSIDE AUTO: Ford, researchers to work on autonomous cars". The News-Herald. 28 January 2014. Retrieved 28 January 2014.
- Chuck Tannert (31 January 2014). "Will You Ever Be Able To Afford A Self-Driving Car?". Fast Company. Retrieved 1 February 2014.
- 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.
- Bryant Walker Smith. "Automated Driving: Legislative and Regulatory Action". The Center for Internet and Society (CIS) at Stanford Law School. Retrieved 31 January 2013.
- Christine Dobby (24 June 2011). "Nevada state law paves the way for driverless cars". Financial Post. Retrieved 25 June 2011.
- Slosson, Mary (8 May 2012). "Google gets first robotic car license in Nevada". Reuters. Retrieved 9 May 2012.
- "Bill AB511 Nevada Legislature". Nevada Legislature. Retrieved 25 June 2011.
- Tim Healey (24 June 2011). "Nevada Passes Law Allowing Self-Driving Cars". Motor Trend. Retrieved 25 June 2011.
- Cy Ryan (7 May 2012). "Nevada issues Google first license for self-driving car". Las Vegas Sun. Retrieved 12 May 2012.
- "FL HB 192 of 2012 as enrolled". State of Florida. Retrieved 8 February 2013.
- "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.
- "Will Computer-Piloted Cars Live Up To Their Potential?". Slate.com. 5 September 2012. Retrieved 7 January 2013.
- "MColorado Rejects Driverless Car Proposal". CBS Local Denver. 5 February 2013. Retrieved 8 February 2013.
- "UK to road test driverless cars". BBC. 16 July 2013. Retrieved 17 July 2013.
- "No lights, no signs, no accidents - future intersections for driverless cars | Video". Reuters.com. Retrieved 28 April 2012.
- "Look Ma, No Hands!". ieee.org. 2 September 2012. Retrieved 6 September 2013.
- "Autonomous Vehicles Will Surpass 95 Million in Annual Sales by 2035". navigantresearch.com. 21 August 2013. Retrieved 6 September 2013.
- "Self-driving cars could be a decade away". dailycamera.com. 5 September 2013. Retrieved 6 September 2013.
- "TRANSFORMING+PERSONAL MOBILITY". The Earth Institute, Columbia University. 27 January 2013. Retrieved 6 September 2013.
- "Look Mom, No Hands!". emarketing.pwc.com. February 2013. Retrieved 6 September 2013.
- "Self-drivng cars: The next revolution". kpmg.com. 5 September 2013. Retrieved 6 September 2013.
- "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.
- Yvkoff, Liane (27 April 2012). "Many car buyers show interest in autonomous car tech". CNET. Retrieved 30 June 2013.
- "Große Akzeptanz für selbstfahrende Autos in Deutschland". motorvision.de. 9 October 2012. Retrieved 6 September 2013.
- "Autonomous Cars Found Trustworthy in Global Study". autosphere.ca. 22 May 2013. Retrieved 6 September 2013.
- "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.
- Bjorn Carey (14 August 2012). "Shelley, Stanford's robotic racecar, hits the track". R&D Magazine. Retrieved 9 September 2012.
- "WildCat homepage". Mobile Robotics Group. 2011. Retrieved 15 February 2013.
- "Robotic car developed by Oxford University". BBC. 10 October 2011. Retrieved 10 October 2011.
- "Volkswagen Golf GTI 53+1 info". Volkswagenag.com. 4 July 2006. Archived from the original on 15 December 2010. Retrieved 19 November 2010.
- Christian Steinert, The German Car Blog (21 May 2007). "VW Golf GTI 53+1 in action". Germancarblog.com. Retrieved 19 November 2010.
- "VW Golf GTI 53+1 overview". Engadget.com. Retrieved 19 November 2010.
- 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.
- "Front page | AutoNOMOS - Autonomous Cars from Berlin". Autonomos.inf.fu-berlin.de. 13 October 2010. Retrieved 19 November 2010.
- "RobotCar UK homepage". Mobile Robotics Group. 14 February 2013. Retrieved 15 February 2013.
- "Self-driving car given UK test run at Oxford University". BBC. 14 February 2013. Retrieved 15 February 2013.
- Knight, Will (2013-10-22). "A Test Drive of the Most Advanced Driverless Cars | MIT Technology Review". Technologyreview.com. Retrieved 2013-11-19.
- O'Toole, Randal (2009). Gridlock: why we're stuck in traffic and what to do about it. Cato Institute. ISBN 978-1-935308-23-2.
- Wayner, Peter (2014). Future Ride: 80 Ways the Self-Driving, Autonomous Car Will Change Everything from Buying Groceries to Teen Romance to Surviving a Hurricane to Turning Ten to Having a Heart Attack to Building a Dream Home to Simply Getting From Here to There. CreateSpace. ISBN 978-1484123331.
- Macdonald, Iain David Graham (2011). A Simulated Autonomous Car (PDF) (thesis). The University of Edinburgh. Retrieved 17 April 2013.
- Will, Knight, Driverless CarsAre Further Away Than You Think, MIT Technology Review, October 2013
- Meyer, Gereon, Beiker, Sven (Eds.), Road Vehicle Automation. Springer 2014.
|Wikimedia Commons has media related to Unmanned automobiles.|
- "What You Need to Know About Self-Driving Cars", Engadget. 6 June 2014. Retrieved 29 June 2014.
- "Avoiding Squirrels and Other Things Google’s Robot Car Can’t Do", Wired. 27 May 2014. Retrieved 29 June 2014.
- "The Robot Car of Tomorrow May Just Be Programmed to Hit You", Wired. 6 May 2014. Retrieved 29 June 2014.
- "What Will Happen to Public Transit in a World Full of Autonomous Cars?", The Atlantic. 17 January 2014. Retrieved 28 January 2014.
- "What If Your Autonomous Car Keeps Routing You Past Krispy Kreme?", The Atlantic. 22 January 2014. Retrieved 28 January 2014.
- Autonomous Vehicle Technology: How to Best Realize Its Social Benefits, Rand Corporation, January 2014. Retrieved 28 January 2014.
- "Burkhard Bilger: Inside Google’s Driverless Car", The New Yorker. 25 November 2013. Retrieved 28 January 2014.
- "Robot cars: 10 things you need to know". The Guardian. 12 October 2013. Retrieved 23 October 2013.
- "The Ethics of Autonomous Cars". The Atlantic. 8 October 2013. Retrieved 23 October 2013.
- "Google’s Plan for Autonomous Cars Doesn’t Go Far Enough". Wired. 30 September 2013. Retrieved 23 October 2013.
- "Inside Google's Quest To Popularize Self-Driving Cars". Popular Science. 18 September 2013. Retrieved 23 October 2013.
- Ratings of existing crash avoidance systems, Insurance Institute for Highway Safety, September 2013.
- "Moral Machines". The New Yorker. 27 November 2012. Retrieved 24 August 2013.
- "The Ethics of Saving Lives With Autonomous Cars Are Far Murkier Than You Think". Wired. 30 July 2013. Retrieved 24 August 2013.
- "Automated Vehicles Are Probably Legal in the United States". Stanford Law School. 1 November 2012. Retrieved 24 August 2013.
- "The car that parks itself". The Economist. 27 June 2013. Retrieved 28 June 2013.
- "Driverless Cars Now Legal in Nevada". BuzzFeed. 27 June 2011. Retrieved 28 June 2013.
- "Sebastian Thrun, the director of the Stanford Artificial Intelligence Laboratory at Stanford University talks about winning the DARPA Grand Challenge, Stanley, robot cars, AI, and eradicating traffic injuries". Executive Talks. 12 May 2007. Retrieved 28 June 2013.
- 1997 demo of autonomous cars platooning on I-5 San Diego, California on YouTube (UC Berkeley PATH/NAHSC)
- SARTRE Project demo, Gothenburg, Sweden on YouTube (a lead truck with a single following car)
- 2012 SARTRE Project demo, Barcelona, Spain on YouTube (a lead truck followed by three cars driven entirely autonomously)
- A look inside Google's "Driverless Car" on YouTube
- Google car handling urban driving conditions on YouTube
- First public highway test drive of Nissan's Autonomous Drive (Nissan Leaf) on YouTube
- Google's Self-Driving car test on public roads on YouTube
- Mercedes-Benz S 500 Intelligent Drive Autonomous Car self-driving test on YouTube
- BMW M235i drifting car prototype on YouTube