An Indoor Visible Light Positioning System Using Artificial Neural Network

Chun Lin; Bangjiang Lin; Xuan Tang; Zhenlei Zhou; Haiguang Zhang; Sushank Chaudhary; Zabih Ghassemlooy

doi:10.1109/ACP.2018.8596227

An Indoor Visible Light Positioning System Using Artificial Neural Network

Chun Lin, Bangjiang Lin, Xuan Tang, Zhenlei Zhou, Haiguang Zhang, Sushank Chaudhary, Zabih Ghassemlooy

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

25 Scopus citations

Abstract

We propose a visible light positioning system based on an artificial neural network (ANN) and optical camera communications. The receiver's position is approximately and precisely estimated based on the decoded block coordinate and a typical back propagation ANN, respectively. The experimental results show that the proposed scheme offers a mean positioning error of 1.49 cm, which is required in many indoor positioning scenarios where high accuracy is essential.

Original language	English
Title of host publication	2018 Asia Communications and Photonics Conference, ACP 2018
Publisher	OSA - The Optical Society
ISBN (Electronic)	9781538661581
DOIs	https://doi.org/10.1109/ACP.2018.8596227
State	Published - 28 Dec 2018
Externally published	Yes
Event	2018 Asia Communications and Photonics Conference, ACP 2018 - Hangzhou, China Duration: 26 Oct 2018 → 29 Oct 2018

Publication series

Name	Asia Communications and Photonics Conference, ACP
Volume	2018-October
ISSN (Print)	2162-108X

Conference

Conference	2018 Asia Communications and Photonics Conference, ACP 2018
Country/Territory	China
City	Hangzhou
Period	26/10/18 → 29/10/18

Keywords

Visible light communications (VLC)
artificial neural network (ANN)
indoor positioning
optical camera communications (OCC)

Access to Document

10.1109/ACP.2018.8596227

Cite this

Lin, C., Lin, B., Tang, X., Zhou, Z., Zhang, H., Chaudhary, S., & Ghassemlooy, Z. (2018). An Indoor Visible Light Positioning System Using Artificial Neural Network. In 2018 Asia Communications and Photonics Conference, ACP 2018 Article 8596227 (Asia Communications and Photonics Conference, ACP; Vol. 2018-October). OSA - The Optical Society. https://doi.org/10.1109/ACP.2018.8596227

@inproceedings{75b19b8aa38d43b3a28dedd61f677a71,

title = "An Indoor Visible Light Positioning System Using Artificial Neural Network",

abstract = "We propose a visible light positioning system based on an artificial neural network (ANN) and optical camera communications. The receiver's position is approximately and precisely estimated based on the decoded block coordinate and a typical back propagation ANN, respectively. The experimental results show that the proposed scheme offers a mean positioning error of 1.49 cm, which is required in many indoor positioning scenarios where high accuracy is essential.",

keywords = "Visible light communications (VLC), artificial neural network (ANN), indoor positioning, optical camera communications (OCC)",

author = "Chun Lin and Bangjiang Lin and Xuan Tang and Zhenlei Zhou and Haiguang Zhang and Sushank Chaudhary and Zabih Ghassemlooy",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 Asia Communications and Photonics Conference, ACP 2018 ; Conference date: 26-10-2018 Through 29-10-2018",

year = "2018",

month = dec,

day = "28",

doi = "10.1109/ACP.2018.8596227",

language = "英语",

series = "Asia Communications and Photonics Conference, ACP",

publisher = "OSA - The Optical Society",

booktitle = "2018 Asia Communications and Photonics Conference, ACP 2018",

}

Lin, C, Lin, B, Tang, X, Zhou, Z, Zhang, H, Chaudhary, S & Ghassemlooy, Z 2018, An Indoor Visible Light Positioning System Using Artificial Neural Network. in 2018 Asia Communications and Photonics Conference, ACP 2018., 8596227, Asia Communications and Photonics Conference, ACP, vol. 2018-October, OSA - The Optical Society, 2018 Asia Communications and Photonics Conference, ACP 2018, Hangzhou, China, 26/10/18. https://doi.org/10.1109/ACP.2018.8596227

An Indoor Visible Light Positioning System Using Artificial Neural Network. / Lin, Chun; Lin, Bangjiang; Tang, Xuan et al.
2018 Asia Communications and Photonics Conference, ACP 2018. OSA - The Optical Society, 2018. 8596227 (Asia Communications and Photonics Conference, ACP; Vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An Indoor Visible Light Positioning System Using Artificial Neural Network

AU - Lin, Chun

AU - Lin, Bangjiang

AU - Tang, Xuan

AU - Zhou, Zhenlei

AU - Zhang, Haiguang

AU - Chaudhary, Sushank

AU - Ghassemlooy, Zabih

PY - 2018/12/28

Y1 - 2018/12/28

N2 - We propose a visible light positioning system based on an artificial neural network (ANN) and optical camera communications. The receiver's position is approximately and precisely estimated based on the decoded block coordinate and a typical back propagation ANN, respectively. The experimental results show that the proposed scheme offers a mean positioning error of 1.49 cm, which is required in many indoor positioning scenarios where high accuracy is essential.

AB - We propose a visible light positioning system based on an artificial neural network (ANN) and optical camera communications. The receiver's position is approximately and precisely estimated based on the decoded block coordinate and a typical back propagation ANN, respectively. The experimental results show that the proposed scheme offers a mean positioning error of 1.49 cm, which is required in many indoor positioning scenarios where high accuracy is essential.

KW - Visible light communications (VLC)

KW - artificial neural network (ANN)

KW - indoor positioning

KW - optical camera communications (OCC)

UR - https://www.scopus.com/pages/publications/85061441138

U2 - 10.1109/ACP.2018.8596227

DO - 10.1109/ACP.2018.8596227

M3 - 会议稿件

AN - SCOPUS:85061441138

T3 - Asia Communications and Photonics Conference, ACP

BT - 2018 Asia Communications and Photonics Conference, ACP 2018

PB - OSA - The Optical Society

T2 - 2018 Asia Communications and Photonics Conference, ACP 2018

Y2 - 26 October 2018 through 29 October 2018

ER -

An Indoor Visible Light Positioning System Using Artificial Neural Network

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Keywords

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