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Showing result 1 - 5 of 536 essays matching the above criteria.

  1. 1. Challenges in Specifying Safety-Critical Systems with AI-Components

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

    Author : Iswarya Malleswaran; Shruthi Dinakaran; [2023-09-26]
    Keywords : Software engineering; Requirement engineering; Specification; Safety; Computer Science; Engineering; Machine learning; Deep learning; Runtime monitor; Data Selection; Data Collection;

    Abstract : Safety is an important feature in automotive industry. Safety critical system such as Advanced Driver Assistance System (ADAS) and Autonomous Driving (AD) follows certain processes and procedures in order to perform the desired function safely. READ MORE

  2. 2. On Systematically Exploring the State Space for Events with SFCs

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

    Author : Younis Akel; Gianmarco Iachella; [2023-08-07]
    Keywords : Autonomous driving systems; scenario-based testing; space-filling curve SFC ; characteristic stripe patterns CSP ; permutations; state-space; areas of interest AOI ;

    Abstract : In the process of developing autonomous driving systems (AD systems), ensuring safety remains a constant and continuous priority. Scenario-based testing is a popular approach to guarantee the safety of AD systems, which however meets challenges in terms of diversity and efficiency of generation, as well as evaluating existing test case datasets in terms of their coverage of the different variations of a particular maneuver. READ MORE

  3. 3. Systematically Analyzing Synthetic Automotive Data to support Space Filling Curves-based Maneuver Detection

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

    Author : Alexandre Rancati-Palmer; Christopher Axt; [2023-08-03]
    Keywords : Morton; Carla; autonomous driving; edge case;

    Abstract : Context: In autonomous driving system development, the identification of maneuvers within large datasets is progressively becoming more complex, primarily due to the inherent complexity arising from the multidimensional nature of the data describing these maneuvers. In this context, algorithms based on Space-Filling Curves can be an effective way to index datasets by creating a single-dimensional representation of the maneuvers. READ MORE

  4. 4. Corporate Foresight and its Role in Driving Innovation - A case study of the Swedish grocery industry and how they use corporate foresight in order to improve their innovation strategies

    University essay from Göteborgs universitet/Graduate School

    Author : Marcus Andersson; Jonas Dahlqvist; [2023-07-19]
    Keywords : Corporate foresight; strategic foresight; long-range planning; innovation; innovation strategies; innovation management; strategic management;

    Abstract : The world is constantly changing with factors that we partly can control and some that are outside of our control. Living in these complex systems demands tackling but also embracing uncertainty. The focus should not be on controlling the outcomes by narrow forecasts. READ MORE

  5. 5. ENCOUNTERING AN EMERGENCY VEHICLE

    University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Author : Zeinab Nazari; [2023-07-03]
    Keywords : Simulator; ; driving simulation; ; EVA warning; ; driving;

    Abstract : Purpose: This thesis aims to investigate the effectiveness of the Emergency Vehicle Approaching (EVA) warning and training on drivers' behavior when encountering an emergency vehicle in a driving simulator. Theory: Cognitive load theory was adopted as a theoretical framework for this study. READ MORE