Essays about: "Intelligent Traffic Control"

Showing result 1 - 5 of 26 essays containing the words Intelligent Traffic Control.

  1. 1. Energy-saving impacts of intelligent speed guidance at signalized intersections for different driver behaviors and vehicle powertrains

    University essay from KTH/Geoinformatik

    Author : Yuxuan Yang; [2022]
    Keywords : Signalized Intersection; Bounded Rationality; Speed Guidance; Energy-saving; Electric Vehicle;

    Abstract : In order to control the energy consumed by vehicles for crossing signalized intersections, this project designs and tests a speed guidance energy-saving strategy for signalized intersections, taking drivers’ bounded rationality into consideration. This research achieves speed guidance by developing theoretical foundation of speed guidance, dividing scenarios for practise of speed guidance, and calculating optimal trajectories for vehicles. READ MORE

  3. 2. Machine Learning-Based Data-Driven Traffic Flow Estimation from Mobile Data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Pei-Lun Hsu; [2021]
    Keywords : Intelligent transport systems; Traffic flow estimation; Machine learning; Artificial neural network; Mobile data; Intelligenta transportsystem; Estimering av trafikflöde; Maskininlärning; Artificiellt neuronnät; Mobila data;

    Abstract : Comprehensive information on traffic flow is essential for vehicular emission monitoring and traffic control. However, such information is not observable everywhere and anytime on the road because of high installation costs and malfunctions of stationary sensors. READ MORE

  4. 3. On Optimal Lateral Tracking Control for Multi-Steered Autonomous Vehicles

    University essay from KTH/Optimeringslära och systemteori

    Author : Axel Strömberg; [2021]
    Keywords : Autonomous vehicles; path tracking; lateral control; preview control; vehicle motion control; Autonoma fordon; banföljande; lateral kontroll; kontroll genom förhandsgranskning; kontroll av fordonsdynamik;

    Abstract : The transport industry is experiencing a disruption as fully autonomous vehicles are introduced in traffic. The intelligent, driverless vehicles will reduce cost, liberate human effort and increase safety. READ MORE

  5. 4. Convolutional, adversarial and random forest-based DGA detection : Comparative study for DGA detection with different machine learning algorithms

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Carl-Simon Brandt; Jonathan Kleivard; Andreas Turesson; [2021]
    Keywords : Domain generation algorithm; machine learning; neural networks; GAN; random forest; CNN;

    Abstract : Malware is becoming more intelligent as static methods for blocking communication with Command and Control (C&C) server are becoming obsolete. Domain Generation Algorithms (DGAs) are a common evasion technique that generates pseudo-random domain names to communicate with C&C servers in a difficult way to detect using handcrafted methods. READ MORE

  6. 5. Road-traffic accident prediction model : Predicting the Number of Casualties

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Jemal Ahmed Andeta; [2021]
    Keywords : Road traffic accident; Accident Casualties; Gradient Boosting; Extreme Learning Machines; Prediction Interval;

    Abstract : Efficient and effective road traffic prediction and management techniques are crucial in intelligent transportation systems. It can positively influence road advancement, safety enhancement, regulation formulation, and route planning to save living things in advance from road traffic accidents. READ MORE