TY - GEN
T1 - Demo
T2 - 13th Annual International Conference on Mobile Systems, Applications, and Services, MobiSys 2015
AU - Wang, Zeyu
AU - Yang, Zhice
AU - Zhang, Jiansong
AU - Huang, Chenyu
AU - Zhang, Qian
PY - 2015/5/18
Y1 - 2015/5/18
N2 - Visible Light Positioning (VLP) provides a promising means to achieve indoor localization with sub-meter accuracy. We observe that the Visible Light Communication (VLC) methods in existing VLP systems rely on intensity-based modulation, and thus they require a high pulse rate to prevent flickering. However, the high pulse rate adds an unnecessary and heavy burden to receiving devices. To eliminate this burden, we propose the polarization-based modulation, which is flicker-free, to enable a low pulse rate VLC. In this way, we make VLP light-weight enough even for resourceconstrained wearable devices, e.g. smart glasses. Moreover, the polarization-based VLC can be applied to any illuminating light sources, thereby eliminating the dependency on LED. This paper presents the VLP system PIXEL, which realizes our idea. In PIXEL, we develop three techniques, each of which addresses a design challenge: 1) a novel color-based modulation scheme to handle users' mobility, 2) an adaptive downsampling algorithm to tackle the uneven sampling problem of wearables' low-cost camera and 3) a computational optimization method for the positioning algorithm to enable real-time processing. We implement PIXEL's hardware using commodity components and develop a software program for both smartphone and Google glass. Our experiments based on the prototype show that PIXEL can provide accurate realtime VLP for wearables and smartphones with camera resolution as coarse as 60 pixel × 80 pixel and CPU frequency as low as 300MHz. Copyright is held by the owner/author(s).
AB - Visible Light Positioning (VLP) provides a promising means to achieve indoor localization with sub-meter accuracy. We observe that the Visible Light Communication (VLC) methods in existing VLP systems rely on intensity-based modulation, and thus they require a high pulse rate to prevent flickering. However, the high pulse rate adds an unnecessary and heavy burden to receiving devices. To eliminate this burden, we propose the polarization-based modulation, which is flicker-free, to enable a low pulse rate VLC. In this way, we make VLP light-weight enough even for resourceconstrained wearable devices, e.g. smart glasses. Moreover, the polarization-based VLC can be applied to any illuminating light sources, thereby eliminating the dependency on LED. This paper presents the VLP system PIXEL, which realizes our idea. In PIXEL, we develop three techniques, each of which addresses a design challenge: 1) a novel color-based modulation scheme to handle users' mobility, 2) an adaptive downsampling algorithm to tackle the uneven sampling problem of wearables' low-cost camera and 3) a computational optimization method for the positioning algorithm to enable real-time processing. We implement PIXEL's hardware using commodity components and develop a software program for both smartphone and Google glass. Our experiments based on the prototype show that PIXEL can provide accurate realtime VLP for wearables and smartphones with camera resolution as coarse as 60 pixel × 80 pixel and CPU frequency as low as 300MHz. Copyright is held by the owner/author(s).
KW - Indoor Localization
KW - Mobile Devices
KW - Polarization
KW - Visible Light Communication
KW - Wearables
UR - https://openalex.org/W2054904755
UR - https://www.scopus.com/pages/publications/84941556876
U2 - 10.1145/2742647.2745924
DO - 10.1145/2742647.2745924
M3 - Conference Paper published in a book
T3 - MobiSys 2015 - Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services
SP - 465
BT - MobiSys 2015 - Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services
PB - Association for Computing Machinery
Y2 - 18 May 2015 through 22 May 2015
ER -