Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications

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

doi:10.1117/12.2522829

Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications

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

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

2 Scopus citations

Abstract

We propose a multilevel brightness modulation (MBM) scheme for optical camera communications, where a LED array and a k-means clustering algorithm are used to encode and decode the data, respectively. The experiment results show that the MBM scheme with a focal length of 18 mm offers longer transmission distance compared with the conventional 4-level undersampled pulse amplitude modulation with subcarrier modulation (UPAMSM) scheme.

Original language	English
Title of host publication	17th International Conference on Optical Communications and Networks, ICOCN 2018
Editors	Zhaohui Li
Publisher	SPIE
ISBN (Electronic)	9781510627703
DOIs	https://doi.org/10.1117/12.2522829
State	Published - 2019
Externally published	Yes
Event	17th International Conference on Optical Communications and Networks, ICOCN 2018 - Zhuhai, China Duration: 16 Nov 2018 → 19 Nov 2018

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	11048
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	17th International Conference on Optical Communications and Networks, ICOCN 2018
Country/Territory	China
City	Zhuhai
Period	16/11/18 → 19/11/18

Keywords

Multilevel brightness modulation (MBM)
k-means clustering
optical camera communications (OCC)

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10.1117/12.2522829

Cite this

Lin, C., Lin, B., Tang, X., Zhou, Z., Zhang, H., & Chaudhary, S. (2019). Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications. In Z. Li (Ed.), 17th International Conference on Optical Communications and Networks, ICOCN 2018 Article 1104820 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 11048). SPIE. https://doi.org/10.1117/12.2522829

@inproceedings{70035962c7214520a685c4d12d91136e,

title = "Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications",

abstract = "We propose a multilevel brightness modulation (MBM) scheme for optical camera communications, where a LED array and a k-means clustering algorithm are used to encode and decode the data, respectively. The experiment results show that the MBM scheme with a focal length of 18 mm offers longer transmission distance compared with the conventional 4-level undersampled pulse amplitude modulation with subcarrier modulation (UPAMSM) scheme.",

keywords = "Multilevel brightness modulation (MBM), k-means clustering, optical camera communications (OCC)",

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

note = "Publisher Copyright: {\textcopyright} 2019 SPIE.; 17th International Conference on Optical Communications and Networks, ICOCN 2018 ; Conference date: 16-11-2018 Through 19-11-2018",

year = "2019",

doi = "10.1117/12.2522829",

language = "英语",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

publisher = "SPIE",

editor = "Zhaohui Li",

booktitle = "17th International Conference on Optical Communications and Networks, ICOCN 2018",

address = "美国",

}

Lin, C, Lin, B, Tang, X, Zhou, Z, Zhang, H & Chaudhary, S 2019, Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications. in Z Li (ed.), 17th International Conference on Optical Communications and Networks, ICOCN 2018., 1104820, Proceedings of SPIE - The International Society for Optical Engineering, vol. 11048, SPIE, 17th International Conference on Optical Communications and Networks, ICOCN 2018, Zhuhai, China, 16/11/18. https://doi.org/10.1117/12.2522829

Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications. / Lin, Chun; Lin, Bangjiang; Tang, Xuan et al.
17th International Conference on Optical Communications and Networks, ICOCN 2018. ed. / Zhaohui Li. SPIE, 2019. 1104820 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 11048).

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

TY - GEN

T1 - Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications

AU - Lin, Chun

AU - Lin, Bangjiang

AU - Tang, Xuan

AU - Zhou, Zhenlei

AU - Zhang, Haiguang

AU - Chaudhary, Sushank

PY - 2019

Y1 - 2019

N2 - We propose a multilevel brightness modulation (MBM) scheme for optical camera communications, where a LED array and a k-means clustering algorithm are used to encode and decode the data, respectively. The experiment results show that the MBM scheme with a focal length of 18 mm offers longer transmission distance compared with the conventional 4-level undersampled pulse amplitude modulation with subcarrier modulation (UPAMSM) scheme.

AB - We propose a multilevel brightness modulation (MBM) scheme for optical camera communications, where a LED array and a k-means clustering algorithm are used to encode and decode the data, respectively. The experiment results show that the MBM scheme with a focal length of 18 mm offers longer transmission distance compared with the conventional 4-level undersampled pulse amplitude modulation with subcarrier modulation (UPAMSM) scheme.

KW - Multilevel brightness modulation (MBM)

KW - k-means clustering

KW - optical camera communications (OCC)

UR - https://www.scopus.com/pages/publications/85062448994

U2 - 10.1117/12.2522829

DO - 10.1117/12.2522829

M3 - 会议稿件

AN - SCOPUS:85062448994

T3 - Proceedings of SPIE - The International Society for Optical Engineering

BT - 17th International Conference on Optical Communications and Networks, ICOCN 2018

A2 - Li, Zhaohui

PB - SPIE

T2 - 17th International Conference on Optical Communications and Networks, ICOCN 2018

Y2 - 16 November 2018 through 19 November 2018

ER -

Lin C, Lin B, Tang X, Zhou Z, Zhang H, Chaudhary S. Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications. In Li Z, editor, 17th International Conference on Optical Communications and Networks, ICOCN 2018. SPIE. 2019. 1104820. (Proceedings of SPIE - The International Society for Optical Engineering). doi: 10.1117/12.2522829

Multilevel brightness modulation scheme based on a LED array and K-means clustering algorithm for optical camera communications

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