Indoor location estimation with optical-based orthogonal frequency division multiplexing communications

被引:14
作者
Aminikashani, Mohammadreza [1 ]
Gu, Wenjun [1 ]
Kavehrad, Mohsen [1 ]
机构
[1] Penn State Univ, Ctr Informat & Commun Technol Res, Dept Elect Engn, 111 Elect Engn East, University Pk, PA 16802 USA
基金
美国国家科学基金会;
关键词
indoor positioning; visible-light communication; orthogonal frequency division multiplexing; light-emitting diode; multipath reflections; IMPULSE-RESPONSE; VISIBLE-LIGHT; MODULATION SCHEMES; OFDM; SIMULATION; LEDS;
D O I
10.1117/1.OE.55.5.056116
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Visible light communication (VLC) using light-emitting diodes has been gaining increasing attention in recent years as it is appealing for a wide range of applications such as indoor positioning. Orthogonal frequency division multiplexing (OFDM) has been applied to indoor wireless optical communications in order to mitigate the effect of multipath distortion of the optical channel as well as increasing the data rate. An OFDM VLC system is proposed, which can be utilized for both communications and indoor positioning. A positioning algorithm based on power attenuation is used to estimate the receiver coordinates. We further calculate the positioning errors in all the locations of a room and compare them with those using single-carrier modulation schemes, i.e., on-off keying modulation. We demonstrate that our proposed OFDM positioning system outperforms by 74% its conventional counterpart. Finally, we investigate the impact of different system parameters on the positioning accuracy of the proposed OFDM VLC system. (C) 2016 Society of Photo-Optical Instrumentation Engineers (SPIE)
引用
收藏
页数:12
相关论文
共 39 条
[31]  
Ranjha B. A., 2015, IEEE INT COMM NAV SU
[32]   Coherent optical OFDM: has its time come? [Invited] [J].
Shieh, William ;
Yi, Xingwen ;
Ma, Yiran ;
Yang, Qi .
JOURNAL OF OPTICAL NETWORKING, 2008, 7 (03) :234-255
[33]   New Position Detection Method using Image Sensor and Visible Light LEDs [J].
Tanaka, Toshiya ;
Haruyama, Shinichro .
2009 SECOND INTERNATIONAL CONFERENCE ON MACHINE VISION, PROCEEDINGS, ( ICMV 2009), 2009, :150-153
[34]   Complete Modeling of Nonlinear Distortion in OFDM-Based Optical Wireless Communication [J].
Tsonev, Dobroslav ;
Sinanovic, Sinan ;
Haas, Harald .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2013, 31 (18) :3064-3076
[35]  
Wenjun Gu, 2016, 2016 IEEE International Conference on Consumer Electronics (ICCE), P89, DOI 10.1109/ICCE.2016.7430533
[36]   Indoor three-dimensional location estimation based on LED visible light communication [J].
Yang, S. -H. ;
Jeong, E. -M. ;
Kim, D. -R. ;
Kim, H. -S. ;
Son, Y. -H. ;
Han, S. -K. .
ELECTRONICS LETTERS, 2013, 49 (01) :54-55
[37]  
Yasir M, 2013, IEEE GLOB COMM CONF, P3341, DOI 10.1109/GLOCOM.2013.6831588
[38]   Asynchronous indoor positioning system based on visible light communications [J].
Zhang, Weizhi ;
Chowdhury, M. I. Sakib ;
Kavehrad, Mohsen .
OPTICAL ENGINEERING, 2014, 53 (04)
[39]   Impact Analyses of High-Order Light Reflections on Indoor Optical Wireless Channel Model and Calibration [J].
Zhou, Zhou ;
Chen, Chunyi ;
Kavehrad, Mohsen .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2014, 32 (10) :2003-2011