DocumentCode :
3055064
Title :
A novel indoor localization scheme based on fingerprinting technique And CDMA signals
Author :
Aloui, Nadia ; Raoof, K. ; Bouallegue, Ammar ; Letourneur, Stephane ; Zaibi, Sonia
Author_Institution :
GIPSA-Lab., Grenoble Univ., Grenoble, France
fYear :
2012
fDate :
13-15 Nov. 2012
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, we propose a novel acoustic localization system based on fingerprinting technique. It deploys the Time Of Arrival of CDMA signals emitted by speakers to locate a microphone. The system is inspired from our earlier proposed scheme [1] which deploys the lateration method. Here, we adopt the fingerprinting technique since it is more applicable to indoor environments. The position estimation is accomplished through nonparametric kernel regression. Performance are evaluated by experiments, performed in a hall of interns in National School of Engineers of Le Mans. Results have shown that our proposed scheme provides an accuracy of 8.5 cm within 80% precision.
Keywords :
acoustic signal processing; code division multiple access; microphones; regression analysis; time-of-arrival estimation; CDMA signals; acoustic localization system; fingerprinting technique; indoor localization; lateration method; microphones; nonparametric kernel regression; time of arrival estimation; Accuracy; Acoustics; Kernel; Microphones; Multiaccess communication; Position measurement; Receivers; Acoustic localization; CDMA signals; fingerprinting technique; nonparametric kernel regression; time of arrival;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Indoor Positioning and Indoor Navigation (IPIN), 2012 International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4673-1955-3
Type :
conf
DOI :
10.1109/IPIN.2012.6418941
Filename :
6418941
Link To Document :
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