DocumentCode :
2445108
Title :
Indoor multi-resolution subarea localization based on received signal strength fingerprint
Author :
Shengliang Zhou ; Bang Wang ; Yijun Mo ; Wenyu Liu
Author_Institution :
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol. (HUST), Wuhan, China
fYear :
2012
fDate :
25-27 Oct. 2012
Firstpage :
1
Lastpage :
6
Abstract :
Fingerprint-based localization technology has been intensively studied for point localization in indoor environments. Subarea localization, which is to localize a mobile target into some subarea, is also a practical issue in indoor localization. In this paper, we propose the concept of multi-resolution subarea localization based on received signal strength fingerprinting technique. Different levels of subarea fingerprints are first obtained by constructing coverage range-based fingerprints, and by received signal mean values or probability distribution based fingerprints. We also propose two subarea localization schemes that consists of a two-step localization. At first, the radio coverage range fingerprints are used for localization, and when this method fails, we perform a deterministic-based or probabilistic-based fingerprint comparison to finally locate a mobile target. The field testing results show that the hit rate of the proposed schemes can achieve 0.95 or better in room level.
Keywords :
fingerprint identification; indoor radio; mobile radio; radionavigation; statistical distributions; deterministic based fingerprint comparison; fingerprint based localization technology; indoor environments; indoor localization; indoor multiresolution subarea localization; mobile target location; probabilistic based fingerprint comparison; probability distribution based fingerprints; radio coverage; received signal strength fingerprint; signal mean values; signal strength fingerprinting technique;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2012 International Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4673-5830-9
Electronic_ISBN :
978-1-4673-5829-3
Type :
conf
DOI :
10.1109/WCSP.2012.6542912
Filename :
6542912
Link To Document :
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