Paper Info
Title
Indoor localization using FM radio signals: A fingerprinting approach
Abstract
Indoor positioning has become highly important because of the failure of GPS in such areas. Many Wireless Local Area Networks (WLAN) indoor localization studies use the fingerprinting technique. In this study, a new positioning system is proposed based on broadcast FM as a signal of opportunity, with significant benefits for indoor positioning. This localization system uses FM signal strength fingerprinting. The deterministic approach of fingerprinting is considered, and several algorithms are compared. The results demonstrate a minimum mean distance error of 2.96m for the K-Weighted Nearest Neighbors (KWNN) algorithm with K=6. The comparison between using fingerprinting for FM and Wi-Fi is also discussed.
Year
DOI
Venue
2011
10.1109/IPIN.2011.6071932
Indoor Positioning and Indoor Navigation
Keywords
Field
DocType
Global Positioning System,fingerprint identification,frequency modulation,indoor radio,FM radio signal,FM signal strength fingerprinting,KWNN algorithm,broadcast FM,fingerprinting approach,indoor localization,indoor positioning,k-weighted nearest neighbor,localization system,mean distance error,positioning system,formatting,insert,style,styling
Transmitter,Broadcasting,Wireless,Fingerprint recognition,Electronic engineering,Global Positioning System,Frequency modulation,Engineering,Deterministic system (philosophy),Positioning system
Conference
ISSN
ISBN
Citations 
2162-7347
978-1-4577-1803-8
30
PageRank 
References 
Authors
1.83
5
3
Name
Order
Citations
PageRank
Vahideh Moghtadaiee1362.36
Andrew G. Dempster2301.83
Samsung Lim36812.02