Essays about: "naturalistic driving"

Showing result 1 - 5 of 9 essays containing the words naturalistic driving.

  1. 1. Parameter Estimation and Simulation of Driving Datasets

    University essay from KTH/Väg- och spårfordon samt konceptuell fordonsdesign

    Author : Bojian Qu; [2023]
    Keywords : autonomous vehicles; safety assessment; trajectory generation; safety-critical scenarios; density estimation; approximate inference; självkörande fordon; säkerhetsbedömning; bana generering; säkerhetskritiska scenarier; densitetsuppskattning; ungefärlig slutledning;

    Abstract : The development of autonomous driving in recent years has been in full swing and one of the aspects that Autonomous Vehicles (AVs) should always focus on is safety. Although the corresponding technology has gradually matured, and AVs have performed well in a large number of tests, people are still uncertain whether AVs can cope with all possible situations. READ MORE

  3. 2. Truck drivers’ attitudes and interactions with advanced driver assistance systems : Applying the joint cognitive system perspective and the contextual control model in naturalistic driving contexts

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Tobias Ryrberg; [2023]
    Keywords : ADAS; attitudes; trust; interaction; automation; JCS; COCOM;

    Abstract : One of the most common causes of death is road accidents and in 95% of these accidents the human factor is involved. Therefore, Advanced-Driver-Assistance-Systems (ADAS) have been developed to support the drivers. READ MORE

  4. 3. Identification of driver baselines

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Alexander Malmgren; Fabian Daneshmand-Mehr; [2022-06-27]
    Keywords : computer; science; computer science; Time series clustering; clustering; ADAS; driver profile; statistics;

    Abstract : This thesis aims to answer whether it is possible to produce one or more baselines based on naturalistic driving data collected over a period of 8 months. The baseline is based on variables extracted from the drivers action, such as acceleration and gaze vectors, along with variables extracted from the nature of the trip, such as time of day or road type. READ MORE

  5. 4. Driver Behavior Classification in Electric Vehicles

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : FEDERICA COMUNI; CHRISTOPHER MÉSZÁROS; [2021-07-06]
    Keywords : Aggressive driver behavior; Driver behavior classification; Self-attention; Recurrence plots; active learning; Active deep dropout; Gradual pseudo labeling;

    Abstract : Studies have shown that driving style affects the energy consumption of electric vehicles, with aggressive driving consuming up to 30% more energy than moderate driving. Therefore, modeling of aggressive driving can provide a more precise estimation of the energy consumption and the remaining range of a vehicle. READ MORE

  6. 5. Towards Vision Zero using Virtual Reality

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Vivek Vivian; [2021]
    Keywords : ;

    Abstract : The number of individuals killed in road accidents around the world is rising. The problem of road safety is a big societal concern. Drivers have a challenge while overtaking vulnerable road users since it necessitates a well-timed, safe interaction between the vehicle, the road user, and approaching traffic. READ MORE