In-vehicle multi-channel signal processing and analysis in UTDrive project: driver behavior modeling and active safety systems development

  • 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.

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Metadaten
Author:Pinar Boyraz, Amardeep Sathyanarayana, John H.L. Hansen
URN:urn:nbn:de:hbz:opus-bast-4958
Document Type:Conference Proceeding
Language:English
Date of Publication (online):2012/08/02
Contributing corporation:Erik Jonsson School of Engineering and Computer Science <Dallas, Fx.>
Release Date:2012/08/02
Tag:Ablenkung (psychol); Fahrer; Fahrstabilität; Fehler; Kontrolle; Reiseweg; Versuch; aktives Sicherheitssystem
Active safety system; Distraction; Driver; Error; Itinerary; Surveillance; Test; Vehicle handling
Source:3rd International Conference on ESAR "Expert Symposium on Accident Research", S.184-193
Institutes:Sonstige / Sonstige
Dewey Decimal Classification:6 Technik, Medizin, angewandte Wissenschaften / 62 Ingenieurwissenschaften / 620 Ingenieurwissenschaften und zugeordnete Tätigkeiten
collections:BASt-Beiträge / ITRD Sachgebiete / 91 Fahrzeugkonstruktion
BASt-Beiträge / Tagungen / International Conference on ESAR / 3rd International Conference on ESAR

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