DocumentCode :
3259143
Title :
Enhanced mobile station localization using a hybrid TOA/AOA map-matching algorithm
Author :
Mahajan, Sameera ; Singh, Y.N.
Author_Institution :
Electr. Eng. Dept., IIT Kanpur, Kanpur, India
fYear :
2009
fDate :
23-26 Jan. 2009
Firstpage :
1
Lastpage :
6
Abstract :
The time of arrival (TOA) and angle of arrival (AOA) measurements from base stations (BS) can be used to obtain the location of the mobile station (MS). For TOA Location estimation, Line of Position (LOP) and Least Square (LS) Algorithms are usually used. To reduce the Non- line-of-sight (NLOS) errors maximum likelihood estimation (MLE) is performed in the constrained region. In this paper we propose few modifications in the NLOS LS method so as to improve the location estimation accuracy. In case of low NLOS noise environment, we observe that the Virtual Base Station (VBS) approach with modified NLOS LS method gives very high location estimation accuracy. In this paper the AOA method using residual test has also been proposed to obtain the height of Mobile Station above the ground. The AOA method also helps to obtain the location estimate when there are only two hearable BS. Using the location estimates thus obtained, we propose a hybrid TOA/AOA map-matching algorithm to obtain highly accurate location of the Mobile Station.
Keywords :
direction-of-arrival estimation; least squares approximations; maximum likelihood estimation; mobile radio; time-of-arrival estimation; angle of arrival estimation; least square algorithms; line of position; location estimation; map-matching algorithm; maximum likelihood estimation; mobile station localization; time of arrival estimation; vrtual base station; Base stations; Delay estimation; Equations; Least squares approximation; Maximum likelihood estimation; Mobile handsets; Testing; Time measurement; Velocity measurement; Working environment noise; Least Square Algorithm; Map Matching; Maximum Likelihood Estimation; Residual Test; Time Delay;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON 2009 - 2009 IEEE Region 10 Conference
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-4546-2
Electronic_ISBN :
978-1-4244-4547-9
Type :
conf
DOI :
10.1109/TENCON.2009.5396198
Filename :
5396198
Link To Document :
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