Essays about: "Kalmanfilter"

Showing result 1 - 5 of 46 essays containing the word Kalmanfilter.

  1. 1. Lithium-ion battery modeling and SoC estimation

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

    Author : Ruoyu Xu; [2023]
    Keywords : lithium-ion battery; cell modeling; state of charge; extended Kalman filter; pack modeling; litiumjonbatteri; cellmodellering; laddningstillstånd; utökat Kalmanfilter; packmodellering;

    Abstract : The energy crisis and environmental pollution have become increasingly prominent in recent years. Lithium batteries have attracted extensive attention due to their high energy density, safety, and low pollution. To further study how the battery works, it is necessary to establish an accurate model conforming to the battery characteristics. READ MORE

  3. 2. Extended Kalman Filter as Observer for a Hydrofoiling Watercraft : Modelling of a new hydrofoiling concept, based on the Spherical Inverted Pendulum Model

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

    Author : Adam Thålin; [2022]
    Keywords : Extended Kalman Filter; Hydrofoiling; Spherical Inverted Pendulum; Sensor Fusion; Simulink; Bärplan; Extended Kalman Filter; Farkostteknik; Inverterad Pendel; Sensorfusion; Sex frihetsgrader; Simulink;

    Abstract : Hydrofoiling in general has the potential to revolutionize watercraft in the future since it allows smoother and faster transport on water with less energy consumption than traditional planning hulls. Even if the concept of hydrofoiling has been around since the last century, development in control theory and material science together with increased computing power has led to a growing interest for the technology. READ MORE

  4. 3. 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

  5. 4. Boundary Guard for a Field Robot Based on Perception and Localization : A prototype on Husqvarna robotic lawn mower

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

    Author : Tianze Li; [2022]
    Keywords : ;

    Abstract : In this thesis we have developed from scratch a perception and localization system that bounds the robot within its operation area. The module is originally designed for a robotic lawn mower, but can be adapted to other differential-drive field robots with minor changes. READ MORE

  6. 5. Indoor 5G Positioning using Multipath Measurements

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Andreas Lidström; Martin Andersson; [2022]
    Keywords : Multipath Propagation; 5G Networks; Target Tracking; Sensor Fusion; Positioning; Particle Filter; Kalman Filter;

    Abstract : Positioning with high precision and reliability is considered as an important feature of new wireless radio networks such as 5G. In areas where satellite positioning is not available or is not reliable enough, 5G can work as an alternative. An example is inside factories where autonomous vehicles might need to be positioned in complex environments. READ MORE