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Showing result 1 - 5 of 45 essays matching the above criteria.

  1. 1. Traffic State Estimation on Swedish Highways : Model Comparison using Multisource Data

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

    Author : Jiaqi Xu; [2023]
    Keywords : Traffic State Estimation; Macroscopic Traffic Model; Extended Kalman Filter; Particle Filter; Data Fusion; Trafiklägesuppskattning; Makroskopisk trafikmodell; Utökad Kalman-filter; Partikelfilter; Datafusion;

    Abstract : Due to the escalating demand for traffic information and management, the significance of traffic state estimation, which involves the assessment of traffic conditions on road segments with limited measurement data, is increasing. Two primary estimation methods are model-driven and data-driven. READ MORE

  3. 2. Autonomous Navigation in Partially-Known Environment using Nano Drones with AI-based Obstacle Avoidance : A Vision-based Reactive Planning Approach for Autonomous Navigation of Nano Drones

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

    Author : Mattia Sartori; [2023]
    Keywords : Nano Drones; Obstacle Avoidance; Autonomous Exploration; Autonomous Surveillance; Resource-Constrained Drones; Safe Navigation; Reactive Planning; Vision-based Navigation; Nanodrönare; Undvikande av Hinder; Autonom Utforskning; Autonom Övervakning; Resursbegränsade Drönare; Säker Navigering; Reaktiv Planering; Visionsbaserad Navigering;

    Abstract : The adoption of small-size Unmanned Aerial Vehicles (UAVs) in the commercial and professional sectors is rapidly growing. The miniaturisation of sensors and processors, the advancements in connected edge intelligence and the exponential interest in Artificial Intelligence (AI) are boosting the affirmation of autonomous nano-size drones in the Internet of Things (IoT) ecosystem. READ MORE

  4. 3. Achieving Autonomous Landing of Fixed Wing UAVs

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

    Author : Arian Kourangi Esfahani; Li Sizhuo; [2023]
    Keywords : ;

    Abstract : This bachelor thesis aims to ascertain a method of achieving autonomous landings of autonomouslycontrolled fixed wing UAVs. An autonomous Unmanned Aerial Vehicle (UAV) is an aircraft capable ofcomplete autonomous flight with the help of a flight computer, sensors, and autopilot software. READ MORE

  5. 4. Autonomous Quadcopter Landing with Visual Platform Localization

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Martin Blaszczyk; [2023]
    Keywords : UAV; Autonomy; Landing; Fiducial markers; QR; QR-code; Drone; Platform; MPC; UAV control;

    Abstract : Multicopters such as quadcopters are a popular tool within industries such as mining, shipping and surveillance where a high level of autonomy can save time, increase efficiency and most importantly provide safety. While Unmanned Aerial Vehicles have been a big area in research and used in the mentioned industries, the level of autonomy is still low. READ MORE

  6. 5. Intelligent Drone Swarms : Motion planning and safe collision avoidance control of autonomous drone swarms

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Hilding Gunnarsson; Adam Åsbrink; [2022]
    Keywords : Artificial Potential Field APF ; Control Barrier Function CBF ; Leader Follower control; Micro Aerial Vehicle MAV ; Optimal motion planning;

    Abstract : The use of unmanned aerial vehicles (UAV), so-called drones, has been growingrapidly in the last decade. Today, they are used for, among other things, monitoring missions and inspections of places that are difficult for people to access. Toefficiently and robustly execute these types of missions, a swarm of drones maybe used, i.e. READ MORE