Title :
Evaluation of localization methods in millimeter-wave wireless systems
Author :
El-Sayed, Hazem ; Athanasiou, George ; Fischione, Carlo
Author_Institution :
Univ. Stuttgart, Stuttgart, Germany
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;
Conference_Titel :
Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2014 IEEE 19th International Workshop on
Conference_Location :
Athens
DOI :
10.1109/CAMAD.2014.7033263