Indoor Positioning System Using Digital Audio Watermarking

被引:5
作者
Nakashima, Yuta [1 ]
Kaneto, Ryosuke [1 ]
Babaguchi, Noboru [1 ]
机构
[1] Osaka Univ, Grad Sch Engn, Suita, Osaka 5650871, Japan
关键词
indoor positioning system; real-time; digital audio watermarking; particle filter; WIRELESS LAN; LOCATION; PRIVACY;
D O I
10.1587/transinf.E94.D.2201
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, a number of location-based services such as navigation and mobile advertising have been proposed. Such services require real-time user positions. Since a global positioning system (GPS), which is one of the most well-known techniques for real-time positioning, is unsuitable for indoor uses due to unavailability of GPS signals, many indoor positioning systems (IPSs) using WLAN, radio frequency identification tags, and so forth have been proposed. However, most of them suffer from high installation costs. In this paper, we propose a novel IPS for real-time positioning that utilizes a digital audio watermarking technique. The proposed IPS first embeds watermarks into an audio signal to generate watermarked signals, each of which is then emitted from a corresponding speaker installed in a target environment. A user of the proposed [PS receives the watermarked signals with a mobile. device equipped with a microphone, and the watermarks are detected in the received signal. For positioning, we model various effects upon watermarks due to propagation in the air, i.e., delays, attenuation, and diffraction. The model enables the proposed IPS to accurately locate the user based on the watermarks detected in the received signal. The proposed IPS can be easily deployed with a low installation cost because the IPS can work with off-the-shelf speakers that have been already installed in most of the indoor environments such as department stores, amusement arcades, and airports. We experimentally evaluate the accuracy of positioning and show that the proposed IPS locates the user in a 6 m by 7.5 m room with root mean squared error of 2.25 m on average. The results also demonstrate the potential capability of real-time positioning with the proposed IPS.
引用
收藏
页码:2201 / 2211
页数:11
相关论文
共 30 条
[1]  
Aalto Lauri., 2004, INT C MOBILE SYSTEMS, P49, DOI DOI 10.1145/990064.990073
[2]   A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking [J].
Arulampalam, MS ;
Maskell, S ;
Gordon, N ;
Clapp, T .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (02) :174-188
[3]  
Bahl P., 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064), P775, DOI 10.1109/INFCOM.2000.832252
[4]   Robust audio watermarking in the time domain [J].
Bassia, P ;
Pitas, I ;
Nikolaidis, N .
IEEE TRANSACTIONS ON MULTIMEDIA, 2001, 3 (02) :232-241
[5]  
Butz A., 2001, IUI 01, P25, DOI DOI 10.1145/359784.359832
[6]   Spread spectrum audio watermarking using frequency hopping and attack characterization [J].
Cvejic, N ;
Seppänen, T .
SIGNAL PROCESSING, 2004, 84 (01) :207-213
[7]   Enhancing location privacy in wireless LAN through disposable interface identifiers: A quantitative analysis [J].
Gruteser, M ;
Grunwald, D .
MOBILE NETWORKS & APPLICATIONS, 2005, 10 (03) :315-325
[8]  
HIGHTOWER J, 2000, 20000202 U WASH CSE
[9]  
ISO, 1993, INF TECHN COD MOV 3
[10]  
Kaneto Ryosuke, 2010, Proceedings of the 2010 20th International Conference on Pattern Recognition (ICPR 2010), P97, DOI 10.1109/ICPR.2010.32