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Fahrerassistenzsysteme unterstützen den Fahrer durch Information, Warnung oder Eingriff in die Fahrzeugsteuerung. Zukünftige Systeme zur Kollisionsvermeidung oder bis hin zum automatischen Fahren werden den Fahrer immer mehr entlasten. Wegen ihres erheblichen Potenzials zur Verbesserung vor allem der aktiven Sicherheit können die Fahrerassistenzsysteme wesentlich zur Vermeidung von Unfällen oder der Reduktion von Unfallfolgen beitragen. Andererseits können Fahrerassistenzsysteme aufgrund des komplexen Systemzusammenhangs zwischen Fahrer, Fahrzeug und Umwelt negative Auswirkungen auf das Verkehrsgeschehen haben. Dieser Aspekt muss schon bei der Entwicklung der Systeme berücksichtigt werden. Die Empfehlung der Europäischen Kommission zur Gestaltung von Informations- und Kommunikationssystemen gibt dazu Leitlinien vor. Die BASt ist mit der wissenschaftlichen Begleitung der Thematik beauftragt. Die Industrie ist dazu aufgefordert darzulegen, welche Maßnahmen zur Einhaltung der Grundsätze ergriffen worden sind beziehungsweise werden. Um das Potenzial der Fahrerassistenzsysteme zur Steigerung der Verkehrssicherheit voll ausschöpfen zu können, sind weiterhin Forschungsarbeiten zur Entwicklung neuer und zur Weiterentwicklung bestehender Systeme unter Berücksichtigung der Gestaltungsanforderungen für sichere Assistenzsysteme durchzuführen.
It has been pointed that most of the accidents on the roads are caused by driver faults, inattention and low performance. Therefore, future active safety systems are required to be aware of the driver status to be able to have preventative features. This probe study gives a system structure depending on multi-channel signal processing for three modules: Driver Identification, Route Recognition and Distraction Detection. The novelty lies in personalizing the route recognition and distraction detection systems according to particular driver with the help of driver identification system. The driver ID system also uses multiple modalities to verify the identity of the driver; therefore it can be applied to future smart cars working as car-keys. All the modules are tested using a separate data batch from the training sets using eight drivers" multi-channel driving signals, video and audio. The system was able to identify the driver with 100% accuracy using speech signals of length 30 sec or more and a frontal face image. After identifying the driver, the maneuver/ route recognition was achieved with 100% accuracy and the distraction detection had 72% accuracy in worst case. In overall, system is able to identify the driver, recognize the maneuver being performed at a particular time and able to detect driver distraction with reasonable accuracy.
The data situation for quantifying the proportion of accidents avoided by the introduction of active safety systems is incomplete, since there is generally no data available on the accidents avoided by the technology in question. In this paper, a split-register approach is suggested and compared with the classical case-control approach known from epidemiologic applications. Provided a set of assumptions hold, which can reasonably be made in such data situations, the split register approach allows inferences on the population accident risk. For both approaches the benefits of basing the analysis on the results of a logistic regression to adjust for confounding factors are outlined. The biasing effects of violating key assumptions are discussed and the split-register approach is demonstrated using the example of the active safety system ESP with data from the German in-depth accident study GIDAS.
Electronic Stability Program (ESP) aims to prevent the lateral instability of a vehicle. Linked to the braking and powertrain systems, it prevents the car from running wide on a corner or the rear from sliding out. It also helps the driver control his trajectory, without replacing him, in the case of loss of control where the driver is performing an emergency manoeuvrer (confused and exaggerated steering wheel actions). A new ESP function optimizes ESP action in curves with hard under steering (situations in which the front wheels lose grip and the vehicle slides towards the outside of the curve). A complementary feature prevents the wheels from spinning when pulling away and accelerating. The name given to the ESP system varies according to the vehicle manufacturer, but other terms include: active stability control (ASC), automotive stability management system (ASMS), dynamic stability control (DSC), vehicle dynamic control (VDC), vehicle stability control (VSC) or electronic stability Control (ESC). This paper proposes an evaluation of the effectiveness of ESP in terms of reduction of injur accidents in France. The method consists of 3 steps: - The identification, in the French National injury accident census (Gendarmerie Nationale only), of accident-involved cars for which the determination of whether or not the car was fitted with ESP is possible. A sample of 1 356 cars involved in injury accidents occurred in 2000, 2001, 2002 and 2003 was then selected. But we had to restrict the analysis to only 588 Renault Lagunas. - The identification of accident situations for which we can determine whether or not ESP is pertinent (for example ESP is pertinent for loss of control accidents whilst it is not for cars pulling out of a junction). - The calculation, via a logistic regression, of the relative risk of being involved in an ESPpertinent accident for ESP equipped cars versus unequipped cars, divided by the relative risk of being involved in a non ESP-pertinent accident for ESP equipped cars versus unequipped cars. This relative risk is assumed to be the best estimator of ESP effectiveness. The arguments for such a method, effectiveness indicator and implicit hypothesis are presented and discussed in the paper. Based on a few assumptions, ESP is proved to be highly effective. Currently, the relative risk of being involved in an ESP pertinent accident for ESP-equipped cars is lower (-44%, although not statistically significant)rnthan for other cars.rn