Now showing items 1-2 of 2

  • A Clustering-Based Approach for Improving the Accuracy of UWB Sensor-Based Indoor Positioning System 

    Authors:Arsan, Taner; Hameez, Mohammed Muwafaq Noori
    Publisher and Date:(Hindawi LTD, 2019)
    There are several methods which can be used to locate an object or people in an indoor location. Ultra-wideband (UWB) is a specifically promising indoor positioning technology because of its high accuracy, resistance to interference, and better penetration. This study aims to improve the accuracy of the UWB sensor-based indoor positioning system. To achieve that, the proposed system is trained by using the K-means algorithm with an additional average silhouette method. This helps us to define the ...

  • Improving the accuracy of indoor positioning system 

    Authors:Hameez, Mohammed Muwafaq Noori
    Publisher and Date:(Kadir Has University, 2019)
    Indoor positioning applications needs high accuracy and precision to overcome the existing obstacles and relatively small areas. There are several methods which could be used to locate an object or people in an indoor location. Specifically, Ultra-wide band (UWB) sensor technology is a promising technology in indoor environments because of its high accuracy, resistance of interference and better penetrating. This thesis is focused on improving the accuracy of UWB sensor based indoor positioning ...