Essays about: "online estimation"

Showing result 21 - 25 of 75 essays containing the words online estimation.

  1. 21. Data-driven methods for estimation of dynamic OD matrices

    University essay from Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska fakulteten

    Author : Ina Eriksson; Lina Fredriksson; [2021]
    Keywords : Large-scale mobility data; Dynamic OD matrix; Unsupervised learning; Sensor fusion; Kalman filter; Principal component analysis; Online estimation; OD estimation;

    Abstract : The idea behind this report is based on the fact that it is not only the number of users in the traffic network that is increasing, the number of connected devices such as probe vehicles and mobile sources has increased dramatically in the last decade. These connected devices provide large-scale mobility data and new opportunities to analyze the current traffic situation as they traverse through the network and continuously send out different types of information like Global Positioning System (GPS) data and Mobile Network Data (MND). READ MORE

  3. 22. Online parameter estimation in electric motors

    University essay from Lunds universitet/Industriell elektroteknik och automation

    Author : Abizar Sadikot; [2021]
    Keywords : Technology and Engineering;

    Abstract : The permanent magnet synchronous machine (PMSM) can be used for a wide range of applications. In this case, the motor that is examined is inspired of Husqvarna's handheld electrical tools where the motor is part of its electrical chainsaw. The idea is to investigate and simulate different algorithms for online parameter estimation for the PMSM. READ MORE

  4. 23. Data association for object-based SLAM

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

    Author : Kamil Kaminski; [2021]
    Keywords : ;

    Abstract : The thesis tackles the problem of data association for monocular object-based SLAM, which gets often omitted in related works. A method for estimatingellipsoid object landmark representations is implemented. READ MORE

  5. 24. Integration of Computer Vision Methods and Sensor Fusion Technologies for Precision Driving

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : FAIZA ALI; MAKSIMS SVJATOHA; [2021]
    Keywords : ;

    Abstract : Increasing interest in artificial intelligence has given rise to new technologies. This has enabled advanced sensors within fields such as computer vision, which boast increased precision, consistency and lack the accumulation of small errors over time. However, they require increased computing power and are prone to processing delays. READ MORE

  6. 25. Credit Risk Analysis with Machine Learning for Peer-to-Peer Lending

    University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : Lingzhi Huang; Wanlin Hu; [2021]
    Keywords : Credit Risk; Default; Machine Learning; Peer-to-Peer Lending; Predictive Modelling;

    Abstract : In the past decade, the scale and scope of fintech credit have snowballed. The peer-to-peer lending industry can be seen as a complement to the traditional banking system. Improving the performance of lending platforms by increasing the accuracy of credit default predictions can help these platforms establish a decisive advantage in the market. READ MORE