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    Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup

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    Authors
    Porretta, Marco
    Nepa, Paolo
    Manara, Giuliano
    Giannetti, Filippo
    Dohler, Mischa
    Allen, Ben
    Aghvami, A.Hamid
    Affiliation
    Pisa University
    University of Bedfordshire
    Issue Date
    2004-09
    Subjects
    wireless communication systems
    
    Metadata
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    Abstract
    Mobility tracking yields efficient network resource management and enables very useful additional services, provided that accurate online estimations of both the location and the velocity of a mobile user are performed. We present a novel method for tracing a mobile user by subsequently estimating his/her position through a single base station positioning (SBSP) method designed for microcellular and third generation (3G) wireless communications systems. Raw data about user position are then smoothed through a linear regression setup which adaptively varies its inertia on the basis of the previous observations. This results in a tracking method which is able to estimate both the location and the velocity of a user with high accuracy, as proven by numerical results obtained in different microcellular scenarios.
    Citation
    Porretta, M., Nepa, P., Manara, G., Giannetti, F., Dohler, M., Allen, B., Aghvami, A.H. (2004) 'Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup'. Personal, Indoor and Mobile Radio Communications, 2004. PIMRC 2004. 15th IEEE International Symposium on,vol 1: 561-565
    Publisher
    IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
    URI
    http://hdl.handle.net/10547/270942
    DOI
    10.1109/PIMRC.2004.1370933
    Additional Links
    http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1370933
    Type
    Conference papers, meetings and proceedings
    Language
    en
    ae974a485f413a2113503eed53cd6c53
    10.1109/PIMRC.2004.1370933
    Scopus Count
    Collections
    Centre for Wireless Research (CWR)

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