Essays about: "Adaptive Extended Kalman Filter"

Showing result 1 - 5 of 9 essays containing the words Adaptive Extended Kalman Filter.

  1. 1. Adaptive Rolling Radius Estimation

    University essay from Linköpings universitet/Fordonssystem

    Author : Rickard Wretlind; William Wärn; [2023]
    Keywords : Rolling Radius; Estimation; Rolling Radius Estimation; Tire; Tires;

    Abstract : Tire tread health is essential for safe operation of a passenger vehicle. Worn out tires significantly increases the risk of traffic accidents and hydroplaning. This thesis investigates the possibility to detect tire tread wear by estimating the effective rolling radius of a tire. READ MORE

  3. 2. An Adaptive IMM-UKF method for non-cooperative tracking of UAVs from radar data

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

    Author : Hólmfrídur Elvarsdottir; [2022]
    Keywords : Radar tracking; Kalman filters; UAV Unmanned Arial Vehicle ; IMM Interacting Multiple Model ; Nonlinear filters; Radar spårning; Kalmanfilter; Obemannade luftfarkoster; IMM Interacting Multiple Model ; Olinjära filter;

    Abstract : With the expected growth of Unmanned Aerial Vehicle (UAV) traffic in the coming years, the demand for UAV tracking solutions in the Air Traffic Control (ATC) industry has been incentivized. To ensure the safe integration of UAVs into airspace, Air Traffic Management (ATM) systems will need to provide a number of services such as UAV tracking. READ MORE

  4. 3. Reference Tracking with Adversarial Adaptive Output- Feedback Model Predictive Control

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

    Author : Linda Bui; [2021]
    Keywords : Model Predictive Control; Adversarial Multi-Armed Bandits; Kalman Filter; Output-Feedback; Adaptive Control ; Modell Prediktiv Reglering; Kontradiktoriska Flerarmade Banditer; Kalman Filter; Output-Feedback; Adaptiv Reglering;

    Abstract : Model Predictive Control (MPC) is a control strategy based on optimization that handles system constraints explicitly, making it a popular feedback control method in real industrial processes. However, designing this control policy is an expensive operation since an explicit model of the process is required when re-tuning the controller. READ MORE

  5. 4. Localisation and Mapping for an Autonomous Lawn Mower : Implementation of localisation and mapping features for an autonomous lawn mower using heterogeneous sensors

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

    Author : Marco Boffo; [2021]
    Keywords : Autonomous Mobile Robot; Sensor Fusion; Localisation; Mapping; Robot mobili autonomi; fusione di sensori; localizzazione; mappatura; Autonom mobil robot; sensorfusion; lokalisering; kartläggning;

    Abstract : Autonomous lawn mowers have been available to consumers for more than 20 years. During this period, advancements in embedded device computations and sensor performance have led to improvements in the reliability of these robots. Despite recent improvements, the opportunity for further innovation of such systems remains significant. READ MORE

  6. 5. Optimizing multi-robot localization with Extended Kalman Filter feedback and collaborative laser scan matching

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Fredrik Ginsberg; [2020]
    Keywords : ;

    Abstract : Localization is a critical aspect of robots and their industrial applications, with its major impact on navigation and planning. The goal of this thesis is to improve multi-robot localization by utilizing scan matching algorithms to calculate a corrected pose estimate using the robots' shared laser scan data. READ MORE