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Driver drowsiness detection

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Driver drowsiness detection is a car safety technology which helps prevent accidents caused by the driver getting drowsy. Various studies have suggested that around 20% of all road accidents are fatigue-related, up to 50% on certain roads.

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50-432: Some of the current systems learn driver patterns and can detect when a driver is becoming drowsy. Various technologies can be used to try to detect driver drowsiness . Primarily uses steering input from electric power steering system. Monitoring a driver this way only works as long as a driver actually steers a vehicle actively instead of using an automatic lane-keeping system . Uses a lane monitoring camera. Monitoring

100-631: A death. However, this estimate is based on police reports based on investigations conducted after the crash, and is thought by experts to greatly underestimate the true contribution of sleep-deprived driving to collisions. Between October 2010 and December 2013, researchers at the AAA Foundation conducted a study in which they continuously monitored 3513 drivers from six locations across the United States, using in-vehicle cameras and other equipment to objectively assess driver sleepiness using

150-433: A driver this way only works as long as a driver actually steers a vehicle actively instead of using an automatic lane-keeping system. Uses computer vision to observe the driver's face, either using a built-in camera or on mobile devices. Requires body sensors to measure parameters like brain activity, heart rate, skin conductance, muscle activity, head movements etc... In European Union, regulation (EU) 2019/2144 regulates

200-423: A motor vehicle collision, with significant heterogeneity between the risk estimates in individual studies. The National Highway Traffic Safety Administration (NHTSA) has estimated that between the years 2011 and 2015, driver drowsiness was involved in approximately 1.4% of all car crashes reported to police in the United States, including 2.0% of crashes that resulted in injuries and 2.4% of crashes that resulted in

250-530: A perception that an effect of NHTSA's regulatory activity is to protect the U.S. market for a modified oligopoly consisting of the three U.S.-based automakers and the American operations of foreign-brand producers. It has been suggested that the impetus for NHTSA's seeming preoccupation with market control rather than vehicular safety performance is a result of overt market protections such as tariffs and local-content laws having become politically unpopular due to

300-527: A result of the Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA–LU), the agency has issued a Final Rule requiring manufacturers to place NCAP star ratings on the Monroney sticker (automobile price sticker). The rule had a September 1, 2007 compliance date. The agency has an annual budget of $ 1.09 billion (FY2020). The agency classifies most of its spending under

350-465: A result, it was no longer possible to import foreign vehicles into the United States as a personal import, with few exceptions—primarily vehicles meeting Canadian regulations substantially similar to those of the United States, and vehicles imported temporarily for display or research purposes. In practice, the gray market involved a few thousand cars annually, before its virtual elimination in 1988. In 1998, NHTSA exempted vehicles older than 25 years from

400-566: A specified amount of money per life saved, or will save more money (in property damage, health care, etc.) than it costs. Requirements are balanced through estimated costs and estimated benefits. For example, FMVSS #208 effectively mandates the installation of frontal airbags in all new vehicles in the United States, for it is written such that no other technology can meet the stipulated requirements. It has been argued that even using conservative cost figures and optimistic benefit figures, airbags' cost–benefit ratio so extreme that it may fall outside of

450-545: A vehicle's weight, engine size, or fuel economy in calculating vehicle registration taxes ( road tax ). In 1979, NHTSA created the/a New Car Assessment Program (NCAP) in response to Title II of the Motor Vehicle Information and Cost Savings Act of 1972, to encourage manufacturers to build safer vehicles and consumers to buy them. Since that time, the agency has improved the program by adding rating programs, facilitating access to test results, and revising

500-542: Is a factor in more than 100,000 crashes, resulting in 6,550 deaths and 80,000 injuries annually in the USA. When a person does not get an adequate amount of sleep, their ability to function is affected. As listed below, their coordination is impaired, have longer reaction time, impairs judgment, and memory is impaired. Sleep deprivation has been proven to affect driving ability mainly in four areas: Sufficient sleep before driving improves memory. Researchers recorded activity in

550-454: Is as harmful as driving with a blood alcohol level of .05%, the legal limit in many European countries. The MythBusters TV show dedicated a special episode "Tipsy vs. Tired" to exploring these findings and has confirmed that sleep deprivation can be more dangerous than driving with a BAC over the legal limit. A 2017 meta-analysis found that driving while sleepy was associated with being approximately two-and-a-half times as likely to have

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600-512: Is so risky is because sleep becomes an irresistible urge especially from about midnight until 6 a.m. A sleepy period is also "programmed" for the afternoon which makes that a risky time. Sleep-deprived driving is a major problem in commercial transportation and in the military. 20% of commercial pilots and 18% of train operators have admitted to making a serious error due to fatigue. Commercial truck drivers are especially susceptible to drowsy driving. A recent study of 80 long-haul truck drivers in

650-532: Is the operation of a motor vehicle while being cognitively impaired by a lack of sleep. Sleep deprivation is a major cause of motor vehicle accidents, and it can impair the human brain as much as inebriation can. According to a 1998 survey, 23% of adults have fallen asleep while driving. According to the United States Department of Transportation , twice as many male drivers than female drivers admit to have fallen asleep while driving. In

700-608: The California Air Resources Board . The Federal Motor Vehicle Safety Standards are contained in the United States 49 CFR 571 . Additional federal vehicle standards are contained elsewhere in the CFR. Another of NHTSA's activities is the collection of data about motor vehicle crashes, available in various data files maintained by the National Center for Statistics and Analysis, in particular

750-604: The Department of Transportation , focused on transportation safety in the United States . NHTSA is charged with writing and enforcing Federal Motor Vehicle Safety Standards as well as regulations for motor vehicle theft resistance and fuel economy , as part of the Corporate Average Fuel Economy (CAFE) system. FMVSS 209 was the first standard to become effective on March 1, 1967. NHTSA licenses vehicle manufacturers and importers, allows or blocks

800-583: The Fatality Analysis Reporting System (FARS), the Crash Investigation Sampling System (CISS, where technicians investigate a random sample of police crash reports), and others. In 1964 and 1966, public pressure grew in the United States to increase the safety of cars , culminating with the publishing of Unsafe at Any Speed , by Ralph Nader , an activist lawyer, and the report prepared by

850-530: The National Academy of Sciences entitled Accidental Death and Disability: The Neglected Disease of Modern Society . In 1966, Congress held a series of publicized hearings regarding highway safety, passed legislation to make the installation of seat belts mandatory, and created the U.S. Department of Transportation on October 15, 1966 ( Pub. L.   89–670 ). Legislation signed by President Lyndon Johnson earlier on September 9, 1966, included

900-839: The National Traffic and Motor Vehicle Safety Act ( Pub. L.   89–563 ) and Highway Safety Act ( Pub. L.   89–564 ) that created the National Traffic Safety Agency, the National Highway Safety Agency, and the National Highway Safety Bureau, predecessor agencies to what would eventually become NHTSA. Once the Federal Motor Vehicle Safety Standards (FMVSS) came into effect, vehicles not certified by

950-600: The World Forum for Harmonization of Vehicle Regulations , which developed what became the UN Regulations on vehicle design, construction, and safety and emissions performance for vehicles and their components. While many countries adopted or required adherence to the UN Regulations, the United States did not recognize these standards and restricted the importation of vehicles and components not certified by manufacturers as compliant with U.S. regulations. Because of

1000-510: The 2012 model year. This technology was first brought to public attention in 1997, with the Swedish moose test . Other than that, NHTSA has issued only a few regulations in the past 25 years . Most of the reduction in vehicle fatality rates during the last third of the 20th century were gained from the initial NHTSA safety standards during 1968–1984 and subsequent voluntary changes in vehicle crashworthiness by vehicle manufacturers. Audits by

1050-602: The Inspector General's audit a decade before, in 2011. The 2018 audit found NHTSA incapable of conducting adequate, timely safety recalls. The 2015 audit found NHTSA's collection and analysis of safety-related data to be inadequate, and the agency to be lackadaisical and careless in examining safety defects. Government data (from FARS for the U.S.) in a 2004 book by former General Motors safety researcher Leonard Evans shows other countries achieving greater traffic safety improvements over time than those achieved in

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1100-673: The Nebraska Rural Health and Safety Coalition once posted on the Centers for Disease Control website once claimed that collisions related to sleep deprivation are most likely to happen in the early to mid afternoon, and in the very early morning hours. However, several other groups including the AAA Foundation naturalistic studies have found that crashes that occurred in darkness were more than three times as likely to involve driver drowsiness as those that occurred during

1150-548: The PERCLOS measure, which is the percentage of time that the driver's eyes are closed over a defined time period. Of 701 crashes the researchers studied, drowsiness was a factor in 8.8–9.5%, including 10.6–10.8% of crashes that led to significant property damage, deployment of the airbag , or injury. No fatal crashes occurred over the course of the study, however, so the researchers were unable to reliably estimate drowsy driving's contributions to fatalities. A 2002 fact sheet from

1200-485: The U.S. Department of Transportation's Office of the Inspector General in 2011, 2014, 2015, 2016, 2018, and 2021 have concluded that NHTSA is ineffectual ; the 2021 audit found NHTSA failing to issue or update Federal Motor Vehicle Safety Standards effectively or to act within timeframes on petitions and investigations; having no process in place for critical agency responsibilities like evaluating petitions, and having failed to implement consensus recommendations derived from

1250-582: The U.S. legal system are incompatible with some aspects of the UN regulatory system. Studies have concluded that commonizing regulations between the US and the rest of the world (which uses U.N. Regulations ) would save significant money, likely without affecting safety. NHTSA uses cost–benefit analysis for every safety device, system, or design feature mandated for installation on vehicles. No device, system, or design feature may be mandated unless it costs no more than

1300-494: The US, which cause noise when drivers wander out of their lane. In 2018, the Government of Western Australia introduced a "Driver Reviver" program where drivers can receive free coffee to help them stay awake. National Highway Traffic Safety Administration The National Highway Traffic Safety Administration ( NHTSA / ˈ n ɪ t s ə / NITS -ə ) is an agency of the U.S. federal government , part of

1350-849: The United States and Canada found that drivers averaged less than 5 hours of sleep per day. The National Transportation Safety Board reported that drowsy driving was likely the cause of more than half of crashes leading to a truck driver's death. For each truck driver fatality, another three to four people are killed. In the fall of 2013 a new law was passed in the USA requiring the Federal Motor Carrier Safety Administration to propose guidelines related to screening for sleep apnea among commercial drivers. The US military estimates that approximately 9% of crashes resulting in death or serious injury during Operation Desert Storm and Operation Desert Shield were caused by sleep-deprived driving. Sleep deprivation

1400-662: The United States, 250,000 drivers fall asleep at the wheel every day, according to the Division of Sleep Medicine at Harvard Medical School and in a national poll by the National Sleep Foundation , 54% of adult drivers said they had driven while drowsy during the past year with 28% saying they had actually fallen asleep while driving. According to the National Highway Traffic Safety Administration , drowsy driving

1450-496: The United States: Research suggests one reason the U.S. continues to lag in traffic safety is the relatively high prevalence in the U.S. of pickup trucks and SUVs, which a 2003 study by the U.S. Transportation Research Board found are significantly less safe than passenger cars. Comparisons of past data with the present in the U.S. can result in distortions, due to a significant population increase and since

1500-430: The agency has not put this proposal into effect. NHTSA administers the Corporate Average Fuel Economy (CAFE), which is intended to incentivize the production of fuel-efficient vehicles by dint of fuel economy requirements measured against the sales-weighted harmonic average of each manufacturer's range of vehicles. Many governments outside North America promote fuel economy by heavily taxing motor fuel and/or by including

1550-490: The context of no demonstrated safety benefit to amber over red. More recent NHTSA-sponsored research has demonstrated that amber rear turn signals provide significantly better crash avoidance than red ones, and NHTSA has found there is no significant cost penalty to amber signals versus red ones, yet the agency has not moved to require amber—instead proposing in 2015 to award extra NCAP points to passenger vehicles with amber rear turn signals. As of September 2022, however,

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1600-550: The cost–benefit requirements for mandatory safety devices. Cost–benefit requirements have been used as the basis for lighting-related regulation in the U.S; for example, while many countries in the world since at least the early 1970s have required rear turn signals to emit amber light so they might be distinguished from adjacent red brake lamps, U.S. regulations permit rear turn signals to emit either amber or red light. This has historically been justified on grounds of lower manufacturing cost and greater automaker styling freedom in

1650-418: The day. The reason that collisions involving drowsy driving are more or less likely to happen at different times of the day may have to do with circadian rhythms (the biological time clock). The biological master clock in the hypothalamus is the suprachiasmatic nucleus or SCN. It provides the main control of the circadian rhythms for sleep, body temperature and other functions. The reason night time driving

1700-420: The driver monitoring system. driver drowsiness and attention warning means a system that assesses the driver’s alertness through vehicle systems analysis and warns the driver if needed Driver drowsiness and attention warning and advanced driver distraction warning systems shall be designed in such a way that those systems do not continuously record nor retain any data other than what is necessary in relation to

1750-588: The early 2020s, more than 40,000 U.S. residents died in automotive collisions every year. NHTSA has conducted numerous high-profile investigations of automotive safety issues, including the Audi 5000/60 Minutes affair, the Ford Explorer rollover problem, and the Toyota sticky accelerator pedal problem. The agency has introduced a proposal to mandate Electronic Stability Control on all passenger vehicles by

1800-400: The first results were released on October 15 that year. The agency established a frontal impact test protocol based on Federal Motor Vehicle Safety Standard 208 ("Occupant Crash Protection"), except that the frontal 4 NCAP test is conducted at 35 mph (56 km/h), rather than 30 mph (48 km/h) as required by FMVSS No. 208. To improve the dissemination of NCAP ratings, and as

1850-406: The format of the information to make it easier for consumers to understand. NHTSA asserts the program has influenced manufacturers to build vehicles that consistently achieve high ratings. The United States was the first country/region to have an NCAP program, which was then copied by other NCAP programs. The first standardized 35 mph (56 km/h) front crash test was on May 21, 1979, and

1900-419: The front and 2.5 mph (4 km/h) at the rear. However, these regulations at low-speed collisions did not enhance occupant safety. Vehicle manufacturers have acknowledged the functional equivalence of the UN and U.S. regulations, encouraged developing countries to recognize and accept both, and advocated for equal recognition of both systems in developed countries. However, some structural features of

1950-595: The hippocampus during learning, and recorded from the same locations during sleep. The results were patterns that occurred during sleep resembled those that occurred during learning, except they were more rapid during sleep. Also, the amount of hippocampal activity during sleep correlated highly with a subsequent improvement in performance. Signs that tell a driver of a need to stop and rest: Numerous studies have found that sleep deprivation can affect driving as much as (and sometimes more than) alcohol. British researchers have found that driving after 17 to 18 hours of being awake

2000-435: The import of vehicles and safety-regulated vehicle parts, administers the vehicle identification number (VIN) system, develops the anthropomorphic dummies used in U.S. safety testing as well as the test protocols themselves, and provides vehicle insurance cost information. The agency has asserted preemptive regulatory authority over greenhouse gas emissions , but this has been disputed by such state regulatory agencies as

2050-460: The increasing popularity of free trade , thus driving the industry to adopt less visible forms of trade restrictions in the form of technical regulations different from those outside the United States. An example of the market-control effects of NHTSA's regulatory protocol is found in the agency's 1974 banning of the Citroën SM automobile, which contemporary journalists described as one of

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2100-517: The level of large commercial truck traffic has substantially increased from the 1960s, but highway capacity has not kept up. However, other factors exert significant influence; Canada has lower roadway death and injury rates despite a vehicle mix and regulations similar to those of the U.S. Nevertheless, the widespread use of truck-based vehicles as passenger carriers is correlated with roadway deaths and injuries not only directly by dint of vehicular safety performance per se , but also indirectly through

2150-743: The maker or importer as compliant with US safety standards were no longer legal to import into the United States. Congress established NHTSA in 1970 with the Highway Safety Act of 1970 (Title II of Pub. L.   91–605 , 84  Stat.   1713 , enacted December 31, 1970 , at 84  Stat.   1739 ). In 1972, the Motor Vehicle Information and Cost Savings Act ( Pub. L.   92–513 , 86  Stat.   947 , enacted October 20, 1972 ) expanded NHTSA's scope to include consumer information programs. Despite improvements in vehicle design and public awareness of issues like drunk driving, traffic fatalities have remained stubbornly high. In

2200-551: The purposes for which they were collected or otherwise processed within the closed-loop system. Furthermore, those data shall not be accessible or made available to third parties at any time and shall be immediately deleted after processing. Those systems shall also be designed to avoid overlap and shall not prompt the driver separately and concurrently or in a confusing manner where one action triggers both systems. Drowsy driving Sleep-deprived driving (commonly known as tired driving , drowsy driving , or fatigued driving )

2250-718: The relatively low fuel costs that facilitate the use of such vehicles in North America. Motor vehicle fatalities decline as gasoline prices increase. In 1958, under the auspices of the United Nations, a consortium known as the Economic Commission for Europe was established to standardize vehicle regulations across Europe. Its goals included promoting best practices in vehicle design and equipment and reducing technical barriers to pan-European vehicle trade and traffic. This organization eventually evolved into

2300-521: The rules it administers, since these are presumed to be collector vehicles. In 1999, certain very low production volume specialist vehicles were also exempt for " Show and Display " purposes. In the mid-1960s, when the framework was established for US vehicle safety regulations, the US auto market was an oligopoly , with three companies ( GM , Ford , and Chrysler ) controlling 85% of the market. The ongoing ban on newer vehicles considered safe in countries with lower vehicle-related death rates has created

2350-591: The safest vehicles available at the time. NHTSA disapproved the SM's designs featuring steerable headlamps that were not of the sealed beam design that was then mandatory in the U.S. as well as its height adjustable suspension , which made compliance with the 1973 bumper requirements cost-prohibitive. The initial bumper regulations were intended to prevent functional damage to a vehicle's safety-related components such as lights and fuel system components when subjected to barrier crash tests at 5 miles per hour (8 km/h) at

2400-696: The states on whether such notification should be mandatory or permissive. An authority on professional confidentiality, Jacob Appel of New York University , has written that physician reporting is a double-edged sword, because it may deter some patients from seeking care. According to Appel, "Reporting may remove some dangerous drivers from the roads, but if in doing so it actually creates other dangerous drivers, by scaring them away from treatment, then society has sacrificed confidentiality for no tangible return in lives saved." Governments had attempted to reduce sleep-deprived driving through education messages and by ingraining roads with dents, known as rumble strips in

2450-455: The unavailability in America of certain vehicle models, a grey market arose in the late 1970s. This provided a method to acquire vehicles not officially offered in the United States, but enough vehicles imported this way were faulty, shoddy, and unsafe that Mercedes-Benz of North America helped launch a successful congressional lobbying effort to close down the grey market in 1988. As

2500-585: Was blamed as a major cause of the Selby rail crash in which 10 people died and 82 were injured. Six US states require physicians to report patients who drive while impaired, including those who may be chronically sleep-deprived. Another twenty-five US states permit physicians to violate doctor-patient confidentiality to report sleep-deprived drivers or those with sleeping disorders likely to impair driving, if they so choose. The American Medical Association endorsed physician reporting in 1999. Still, he deferred to

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