Title :
On the design and analysis of antenna patterns for localization with smart devices
Author :
Tunon, D. ; Taghavi, T. ; Chamberland, Jean-Francois ; Huff, Gregory H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX, USA
Abstract :
Summary form only given. Source localization is a well-studied topic in the area of statistical signal processing. Several pertinent application scenarios exist for this problem, mainly derived from the type of observations available at the fusion center to conduct the estimation task. This work revisits some of the approaches and algorithms proposed for localization, albeit in the context of smart devices. A distinguishing feature of smartphones and emerging monitoring platforms is the fact that each device comes equipped with an embedded global positioning system (GPS) unit and an inertial measurement unit (IMU). These devices can therefore estimate in a very precise manner their own location, and they can infer their current orientation. In certain cases, derived estimates, which act as side information, can significantly improve the performance of a source localization algorithm.
Keywords :
Global Positioning System; antenna radiation patterns; estimation theory; mobile computing; mobility management (mobile radio); signal processing; smart phones; units (measurement); GPS unit; IMU; antenna patterns; estimation task; fusion center; global positioning system unit; inertial measurement unit; smart devices; smartphones; source localization algorithm; statistical signal processing; Antenna radiation patterns; Approximation algorithms; Context; Educational institutions; Global Positioning System; Performance evaluation; Signal processing algorithms;
Conference_Titel :
Radio Science Meeting (USNC-URSI NRSM), 2014 United States National Committee of URSI National
Conference_Location :
Boulder, CO
Print_ISBN :
978-1-4799-3119-4
DOI :
10.1109/USNC-URSI-NRSM.2014.6928007