White-LED 3-D indoor positioning using super-resolution technique

Kelvin Kuang Chi Lee; Fu Yuen Shih; Shih Hao Chang

doi:10.1109/ICASI.2016.7539795

White-LED 3-D indoor positioning using super-resolution technique

Kelvin Kuang Chi Lee
, Fu Yuen Shih
, Shih Hao Chang

資訊工程系

研究成果: 書籍/報告/會議論文中的章節 › 會議投稿 › 同行評審

2 引文斯高帕斯（Scopus）

摘要

This paper presents a 3-D indoor positioning algorithm using white light-emitting diodes (W-LED) in the presence of additive white Gaussian noise (AWGN). Adopting a uniform linear array (ULA) based photo-detector, the angle of irradiance and incidence of W-LEDs and photo-detector can be estimated by super-resolution techniques. Through Lambertian model, the corresponding distances can also be calculated. By forming geometric circles, 3-D target location can be determined via non-linear optimization of least-square (LS) criterion. To evaluate the efficacy of the proposed algorithm, MATLAB simulation is conducted for a space of 5m × 5m × 3m with three W-LED sources and one photo-detector device. The simulation result showed less than 10cm location inaccuracy which is a 2.5 fold improvement compared to other 3-D indoor positioning schemes recently presented in the literature.

原文	English
主出版物標題	2016 International Conference on Applied System Innovation, IEEE ICASI 2016
發行者	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子）	9781467398886
DOIs	https://doi.org/10.1109/ICASI.2016.7539795
出版狀態	Published - 10 8月 2016
事件	2016 International Conference on Applied System Innovation, IEEE ICASI 2016 - Ginowan City Okinawa, Japan 持續時間: 28 5月 2016 → 1 6月 2016

出版系列

名字	2016 International Conference on Applied System Innovation, IEEE ICASI 2016

Conference

Conference	2016 International Conference on Applied System Innovation, IEEE ICASI 2016
國家/地區	Japan
城市	Ginowan City Okinawa
期間	28/05/16 → 1/06/16

文獻附註

Publisher Copyright:
© 2016 IEEE.

存取文件

10.1109/ICASI.2016.7539795

其它文件與鏈接

Link to publication in Scopus

引用此

Lee, K. K. C., Shih, F. Y., & Chang, S. H. (2016). White-LED 3-D indoor positioning using super-resolution technique. 於 2016 International Conference on Applied System Innovation, IEEE ICASI 2016 文章 7539795 (2016 International Conference on Applied System Innovation, IEEE ICASI 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASI.2016.7539795

@inproceedings{dd7b616171e94195a7de42f2dbe1899b,

title = "White-LED 3-D indoor positioning using super-resolution technique",

abstract = "This paper presents a 3-D indoor positioning algorithm using white light-emitting diodes (W-LED) in the presence of additive white Gaussian noise (AWGN). Adopting a uniform linear array (ULA) based photo-detector, the angle of irradiance and incidence of W-LEDs and photo-detector can be estimated by super-resolution techniques. Through Lambertian model, the corresponding distances can also be calculated. By forming geometric circles, 3-D target location can be determined via non-linear optimization of least-square (LS) criterion. To evaluate the efficacy of the proposed algorithm, MATLAB simulation is conducted for a space of 5m × 5m × 3m with three W-LED sources and one photo-detector device. The simulation result showed less than 10cm location inaccuracy which is a 2.5 fold improvement compared to other 3-D indoor positioning schemes recently presented in the literature.",

keywords = "ULA, W-LED, angle of arrival and departure, non-linear optimization, super-resolution",

author = "Lee, \{Kelvin Kuang Chi\} and Shih, \{Fu Yuen\} and Chang, \{Shih Hao\}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2016 International Conference on Applied System Innovation, IEEE ICASI 2016 ; Conference date: 28-05-2016 Through 01-06-2016",

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Lee, KKC, Shih, FY & Chang, SH 2016, White-LED 3-D indoor positioning using super-resolution technique. 於 2016 International Conference on Applied System Innovation, IEEE ICASI 2016., 7539795, 2016 International Conference on Applied System Innovation, IEEE ICASI 2016, Institute of Electrical and Electronics Engineers Inc., 2016 International Conference on Applied System Innovation, IEEE ICASI 2016, Ginowan City Okinawa, Japan, 28/05/16. https://doi.org/10.1109/ICASI.2016.7539795

White-LED 3-D indoor positioning using super-resolution technique. / Lee, Kelvin Kuang Chi; Shih, Fu Yuen; Chang, Shih Hao.
2016 International Conference on Applied System Innovation, IEEE ICASI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. 7539795 (2016 International Conference on Applied System Innovation, IEEE ICASI 2016).

研究成果: 書籍/報告/會議論文中的章節 › 會議投稿 › 同行評審

TY - GEN

T1 - White-LED 3-D indoor positioning using super-resolution technique

AU - Lee, Kelvin Kuang Chi

AU - Shih, Fu Yuen

AU - Chang, Shih Hao

PY - 2016/8/10

Y1 - 2016/8/10

N2 - This paper presents a 3-D indoor positioning algorithm using white light-emitting diodes (W-LED) in the presence of additive white Gaussian noise (AWGN). Adopting a uniform linear array (ULA) based photo-detector, the angle of irradiance and incidence of W-LEDs and photo-detector can be estimated by super-resolution techniques. Through Lambertian model, the corresponding distances can also be calculated. By forming geometric circles, 3-D target location can be determined via non-linear optimization of least-square (LS) criterion. To evaluate the efficacy of the proposed algorithm, MATLAB simulation is conducted for a space of 5m × 5m × 3m with three W-LED sources and one photo-detector device. The simulation result showed less than 10cm location inaccuracy which is a 2.5 fold improvement compared to other 3-D indoor positioning schemes recently presented in the literature.

AB - This paper presents a 3-D indoor positioning algorithm using white light-emitting diodes (W-LED) in the presence of additive white Gaussian noise (AWGN). Adopting a uniform linear array (ULA) based photo-detector, the angle of irradiance and incidence of W-LEDs and photo-detector can be estimated by super-resolution techniques. Through Lambertian model, the corresponding distances can also be calculated. By forming geometric circles, 3-D target location can be determined via non-linear optimization of least-square (LS) criterion. To evaluate the efficacy of the proposed algorithm, MATLAB simulation is conducted for a space of 5m × 5m × 3m with three W-LED sources and one photo-detector device. The simulation result showed less than 10cm location inaccuracy which is a 2.5 fold improvement compared to other 3-D indoor positioning schemes recently presented in the literature.

KW - ULA

KW - W-LED

KW - angle of arrival and departure

KW - non-linear optimization

KW - super-resolution

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T2 - 2016 International Conference on Applied System Innovation, IEEE ICASI 2016

Y2 - 28 May 2016 through 1 June 2016

ER -

White-LED 3-D indoor positioning using super-resolution technique

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