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Showing result 1 - 5 of 54 essays matching the above criteria.
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1. Lateral Control of Heavy Vehicles
University essay from KTH/Väg- och spårfordon samt konceptuell fordonsdesignAbstract : The automotive industry has been involved in making vehicles autonomous to different levels in the past decade rapidly. Particularly in the commercial vehicle market, there is a significant necessity to make trucks have a certain level of automation to help reduce dependence on human efforts to drive. READ MORE
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2. Robust Multi-Modal Fusion for 3D Object Detection : Using multiple sensors of different types to robustly detect, classify, and position objects in three dimensions.
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The computer vision task of 3D object detection is fundamentally necessary for autonomous driving perception systems. These vehicles typically feature a multitude of sensors, such as cameras, radars, and light detection and ranging sensors. READ MORE
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3. Data-Driven Motion Planning : With Application for Heavy Duty Vehicles
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Motion planning consists of finding a feasible path of an object between an initial state and a goal state, and commonly constitutes a sub-system of a larger autonomous system. Motion planners that utilize sampling-based algorithms create an implicit representation of the search space via sampling said search space. READ MORE
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4. Off-road Driving with Deteriorated Road Conditions for Autonomous Driving Systems
University essay from Linköpings universitet/Institutionen för systemteknikAbstract : Recent studies on robustness of machine learning systems shows that today’s autonomous vehicles struggle with very basic visual disturbances such as rain or snow. There is also a lack of training data that includes off road scenes or scenes with different forms of deformation to the road surface. READ MORE
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5. Designing eHMI for trucks : How to convey the truck’s automated driving mode to pedestrians
University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronikAbstract : If automated vehicles are to be introduced on public roads, they need to be able to communicate appropriately with other road users. This can be done using various interfaces and by communicating various messages. Previous research has mainly investigated design of such communication for automated passenger cars. READ MORE