Essays about: "adaptive predictive control"

Showing result 1 - 5 of 23 essays containing the words adaptive predictive control.

  1. 1. Adaptive system for landingapproach trajectory of JAS 39Gripen

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Emil Strömblad; Pontus Karlsson; [2023]
    Keywords : Flygplan; styr order;

    Abstract : The landing procedure of an aircraft is a safety critical procedure requiring high precisioncontrol and feasible trajectories to follow from the current state. This thesis implementsand studies a complete system with trajectory planning, trajectory following, and steeringcommand generation. READ MORE

  3. 2. Data-Driven Adaptive Control of Unmanned Surface Vehicles Using Learning-Based Model Predictive Control

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Markus Svedberg; [2023]
    Keywords : Technology and Engineering;

    Abstract : In this thesis, the subject of data-driven control of Unmanned Surface Vehicles (USVs) is explored. The control task is formulated through Nonlinear Model Predictive Path Following Control (NMPFC). System identification (SYSID) and Reinforcement Learning (RL) are employed to improve performance in a data-driven manner. READ MORE

  4. 3. Probabilistic Multi-Modal Data Fusion and Precision Coordination for Autonomous Mobile Systems Navigation : A Predictive and Collaborative Approach to Visual-Inertial Odometry in Distributed Sensor Networks using Edge Nodes

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

    Author : Isabella Luppi; [2023]
    Keywords : Distributed Sensor Networks; Point Cloud Processing; Bounding Box Fitting; Trajectory Tracking; Distributed Estimation; Predictive Estimation; Edge-Computing; Reti di Sensori Distribuiti; Elaborazione di Nuvole di Punti; Riquadri di Delimitazione; Tracciamento della Traiettoria; Stima Distribuita; Stima Predittiva; Calcolo Distribuito.; Distribuerade Sensornätverk; Bearbetning av Punktmoln; Anpassning av Begränsningsruta; Trajektorieuppföljning; Distribuerad Uppskattning; Prediktiv Uppskattning; Edge-datorbehandling;

    Abstract : This research proposes a novel approach for improving autonomous mobile system navigation in dynamic and potentially occluded environments. The research introduces a tracking framework that combines data from stationary sensing units and on-board sensors, addressing challenges of computational efficiency, reliability, and scalability. READ MORE

  5. 4. Robust Safe Control for Automated Driving Systems With Perception Uncertainties

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

    Author : Yan Feng Yu; [2022]
    Keywords : Adaptive cruise control; Autonomous Driving System; Control barrier function; Cyber-physical systems; Measurement uncertainties; Model predictive control; Kalman filter; Adaptiv farthållare; Autonoma körsystem; Kontrollbarriärfunktion; Cyberfysiska system; Mätstörning; Modellförutsägande styrning;

    Abstract : Autonomous Driving Systems (ADS), a subcategory of Cyber-Physical Systems (CPS) are becoming increasingly popular with ubiquitous deployment. They provide advanced operational functions for perception and control, but this also raises the question of their safety capability. READ MORE

  6. 5. Models and Algorithms for Personalized Glycemic Control

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

    Author : Alma Eriksson; [2022]
    Keywords : ;

    Abstract : Glycemic control is resource-demanding in the treatment of Intensive Care Units (ICUs) patients where blood glucose measurements are taken continuously at few-hour intervals to avoid the risk of having a patient in a coma, or in the worst case, causing death. The number of diabetes patients, mostly type 2 diabetes, is increasing around the world, and at the same time, we have an ongoing pandemic of Covid-19 with health workers stretched to their limits. READ MORE