• DocumentCode
    259885
  • Title

    Evaluation of localization methods in millimeter-wave wireless systems

  • Author

    El-Sayed, Hazem ; Athanasiou, George ; Fischione, Carlo

  • Author_Institution
    Univ. Stuttgart, Stuttgart, Germany
  • fYear
    2014
  • fDate
    1-3 Dec. 2014
  • Firstpage
    345
  • Lastpage
    349
  • Abstract
    Millimeter-wave communications are considered as one of the key technologies for enabling multi-gigabit wireless access and bandwidth demanding applications. An increasing number of these applications, such as smart environments, asset tracking, video surveillance, and specialized location based services, require knowledge related to the location of the wireless devices. Due to the special characteristics of millimeter-wave transmissions, such as high path loss attenuation, oxygen absorption, and antenna directivity, it is challenging to achieve accurate localization. In this overview paper, the performance of localization methods over the millimeter-wave medium is compared under realistic conditions. The prominent localization approaches based on received signal strength, time of arrival, and angle of arrival of millimeter-wave signals, are numerically evaluated by an extensive set of Monte Carlo simulations. It is suggested that localization based on angle of arrival is the most promising for millimeter-wave transmissions.
  • Keywords
    Monte Carlo methods; RSSI; direction-of-arrival estimation; least mean squares methods; millimetre wave propagation; millimetre waves; time-of-arrival estimation; wireless channels; wireless sensor networks; Monte Carlo simulations; angle of arrival; antenna directivity; bandwidth demanding applications; high path loss attenuation; localization methods; millimeter-wave communications; millimeter-wave wireless systems; multigigabit wireless access; oxygen absorption; received signal strength; time of arrival; Covariance matrices; Equations; Estimation error; Loss measurement; Mathematical model; Receivers; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2014 IEEE 19th International Workshop on
  • Conference_Location
    Athens
  • Type

    conf

  • DOI
    10.1109/CAMAD.2014.7033263
  • Filename
    7033263