DocumentCode :
2131441
Title :
Hybrid TOA/AOD/Doppler-Shift localization algorithm for NLOS environments
Author :
Papakonstantinou, Konstantinos ; Slock, Dirk
Author_Institution :
Mobile Commun. Dept., Eurecom, Sophia Antipolis, France
fYear :
2009
fDate :
13-16 Sept. 2009
Firstpage :
1948
Lastpage :
1952
Abstract :
Accurate location estimation of the Mobile Terminal in a strictly Non-Line-of-Sight propagation environment is still a challenging problem. Existing techniques that attempt to tackle this problem, either perform poorly or are not very practical due to their high computational complexity. In this work we present a low-complexity 2-step approach for the joint estimation of the location and the speed in the presence of nuisance parameters. This hybrid method effectively extracts the location-related information contained in the Doppler Shift, without explicit knowledge of the AOA. It then combines this information with the AOD and the TOA and outputs a Least-Square estimate. Despite its simplicity, it can achieve an accuracy of 10cm in 75% of the cases for sufficiently high SNR1.
Keywords :
Doppler shift; computational complexity; least squares approximations; mobile communication; telecommunication terminals; time-of-arrival estimation; NLOS environments; computational complexity; hybrid TOA-AOD-Doppler-shift localization algorithm; least-square estimate; location estimation; low-complexity 2-step approach; mobile terminal; nonline-of-sight propagation environment; Base stations; Computational complexity; Data mining; Doppler shift; Maximum likelihood estimation; Mobile communication; Receiving antennas; Scattering; Transmitters; Weight measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2009 IEEE 20th International Symposium on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4244-5122-7
Electronic_ISBN :
978-1-4244-5123-4
Type :
conf
DOI :
10.1109/PIMRC.2009.5450008
Filename :
5450008
Link To Document :
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