Essays about: "Road Networks"

Showing result 1 - 5 of 125 essays containing the words Road Networks.

  1. 1. Anomaly Detection in Riding Behaviours : Using Unsupervised Machine Learning Methods on Time Series Data from Micromobility Services

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Indra Hansson; Julia Congreve Lifh; [2022]
    Keywords : Unsupervised Machine Learning; Sensor Data; Anomaly Detection; Micromobility; Övervakad Maskininlärning; Sensordata; Anomalidetektering; Mikromobilitet;

    Abstract : The global micromobility market is a fast growing market valued at USD 40.19 Billion in 2020. As the market grows, it is of great importance for companies to gain market shares in order to stay competitive and be the first choice within micromobility services. This can be achieved by, e. READ MORE

  2. 2. Finding Junctions in Spline-based Road Generation

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Isak Nyström; Danny Darwiche; [2022]
    Keywords : Bezier; Bezier Subdivision; Convex Hull; De Casteljau; Intersection Detection; Jarvis March; Procedural Geometry; Separating Axis Theorem; Splines; Sutherland-Hodgman;

    Abstract : Splines are a common mixed-initiative technique for road generation. A designer draws the shape of the curve but the mesh can be procedurally generated along the spline. This relationship improves the workflow of building roads in virtual environments and video games without taking away all of the control of the designer. READ MORE

  3. 3. To improve the efficiency of nudging techniques applied in the transition to sustainable mobility : An applied urban study within the transport sector

    University essay from Uppsala universitet/Industriell teknik

    Author : Mehri Fakhri; Rozita Zeinodin; [2022]
    Keywords : Global warming; Transportation sector; Mobility behaviors; Nudging techniques; Behavioral interventions; Sustainable mobility; Intervention Design Tool;

    Abstract : Global warming is one of the gravest concerns that the world is now dealing with. This phenomenon is caused by a variety of factors. Carbon dioxide emitted from transportation networks is a significant contributor to global warming. READ MORE

  4. 4. AI based prediction of road users' intents and reactions

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Akshay Gurudath; [2022]
    Keywords : Intent prediction; Trajectory prediction; road users; pedestrians; cyclists; autonomous vehicles; LSTM networks; Attention modules; Transformer encoders; Attention based intent prediction; Constant velocity model; EM algorithm; Road user behavior dynamics; social behavior of road users;

    Abstract : Different road users follow different behaviors and intentions in the trajectories that they traverse. Predicting the intent of these road users at intersections would not only help increase the comfort of drive in autonomous vehicles, but also help detect potential accidents. READ MORE

  5. 5. Off-road Driving with Deteriorated Road Conditions for Autonomous Driving Systems

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Eric Ekström; [2022]
    Keywords : autonomous driving systems; computer graphics; synthetic training data; driving;

    Abstract : 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