Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network

Xiangyu Wan; Bangjiang Lin; Zabih Ghassemlooy; Tianming Huang; Jiabin Luo; Yongqi Ding

doi:10.1109/OGC59456.2023.10314600

Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network

Xiangyu Wan, Bangjiang Lin, Zabih Ghassemlooy, Tianming Huang, Jiabin Luo, Yongqi Ding

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

Abstract

In this work, we propose a color pulse width modulation (CPWM) NLOS optical camera system and adopt a convolutional neural network (CNN) demodulation scheme. Experimental results show that the proposed scheme effectively mitigates the effects of diffuse reflection induced intersymbol interference, achieving a transmission rate of 7.2 kb/s on a NLOS link exceeding 2 meters.

Original language	English
Title of host publication	OGC 2023 - 8th Optoelectronics Global Conference
Place of Publication	Piscataway, US
Publisher	IEEE
Pages	17-19
Number of pages	3
Edition	1st
ISBN (Electronic)	9798350325324, 9798350325317
ISBN (Print)	9798350325331
DOIs	https://doi.org/10.1109/OGC59456.2023.10314600
Publication status	Published - 5 Sept 2023
Event	8th Optoelectronics Global Conference, OGC 2023 - Shenzhen, China Duration: 5 Sept 2023 → 8 Sept 2023

Publication series

Name	OGC 2023 - 8th Optoelectronics Global Conference

Conference

Conference	8th Optoelectronics Global Conference, OGC 2023
Country/Territory	China
City	Shenzhen
Period	5/09/23 → 8/09/23

Keywords

Convolutional Neural Network (CNN)
Non-line-of-sight (NLOS)
Optical camera communication (OCC)
Pulse width modulation (PWM)
Visible light communications (VLC)

Access to Document

10.1109/OGC59456.2023.10314600

Cite this

Wan, X., Lin, B., Ghassemlooy, Z., Huang, T., Luo, J., & Ding, Y. (2023). Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network. In OGC 2023 - 8th Optoelectronics Global Conference (1st ed., pp. 17-19). (OGC 2023 - 8th Optoelectronics Global Conference). IEEE. https://doi.org/10.1109/OGC59456.2023.10314600

@inproceedings{673071f9cc864caca270536efa26271f,

title = "Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network",

abstract = "In this work, we propose a color pulse width modulation (CPWM) NLOS optical camera system and adopt a convolutional neural network (CNN) demodulation scheme. Experimental results show that the proposed scheme effectively mitigates the effects of diffuse reflection induced intersymbol interference, achieving a transmission rate of 7.2 kb/s on a NLOS link exceeding 2 meters.",

keywords = "Convolutional Neural Network (CNN), Non-line-of-sight (NLOS), Optical camera communication (OCC), Pulse width modulation (PWM), Visible light communications (VLC)",

author = "Xiangyu Wan and Bangjiang Lin and Zabih Ghassemlooy and Tianming Huang and Jiabin Luo and Yongqi Ding",

year = "2023",

month = sep,

day = "5",

doi = "10.1109/OGC59456.2023.10314600",

language = "English",

isbn = "9798350325331",

series = "OGC 2023 - 8th Optoelectronics Global Conference",

publisher = "IEEE",

pages = "17--19",

booktitle = "OGC 2023 - 8th Optoelectronics Global Conference",

address = "United States",

edition = "1st",

note = "8th Optoelectronics Global Conference, OGC 2023 ; Conference date: 05-09-2023 Through 08-09-2023",

}

Wan, X, Lin, B, Ghassemlooy, Z, Huang, T, Luo, J & Ding, Y 2023, Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network. in OGC 2023 - 8th Optoelectronics Global Conference. 1st edn, OGC 2023 - 8th Optoelectronics Global Conference, IEEE, Piscataway, US, pp. 17-19, 8th Optoelectronics Global Conference, OGC 2023, Shenzhen, China, 5/09/23. https://doi.org/10.1109/OGC59456.2023.10314600

Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network. / Wan, Xiangyu; Lin, Bangjiang; Ghassemlooy, Zabih et al.
OGC 2023 - 8th Optoelectronics Global Conference. 1st. ed. Piscataway, US: IEEE, 2023. p. 17-19 (OGC 2023 - 8th Optoelectronics Global Conference).

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

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T1 - Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network

AU - Wan, Xiangyu

AU - Lin, Bangjiang

AU - Ghassemlooy, Zabih

AU - Huang, Tianming

AU - Luo, Jiabin

AU - Ding, Yongqi

PY - 2023/9/5

Y1 - 2023/9/5

N2 - In this work, we propose a color pulse width modulation (CPWM) NLOS optical camera system and adopt a convolutional neural network (CNN) demodulation scheme. Experimental results show that the proposed scheme effectively mitigates the effects of diffuse reflection induced intersymbol interference, achieving a transmission rate of 7.2 kb/s on a NLOS link exceeding 2 meters.

AB - In this work, we propose a color pulse width modulation (CPWM) NLOS optical camera system and adopt a convolutional neural network (CNN) demodulation scheme. Experimental results show that the proposed scheme effectively mitigates the effects of diffuse reflection induced intersymbol interference, achieving a transmission rate of 7.2 kb/s on a NLOS link exceeding 2 meters.

KW - Convolutional Neural Network (CNN)

KW - Non-line-of-sight (NLOS)

KW - Optical camera communication (OCC)

KW - Pulse width modulation (PWM)

KW - Visible light communications (VLC)

UR - https://www.scopus.com/pages/publications/85179507961

U2 - 10.1109/OGC59456.2023.10314600

DO - 10.1109/OGC59456.2023.10314600

M3 - Conference contribution

AN - SCOPUS:85179507961

SN - 9798350325331

T3 - OGC 2023 - 8th Optoelectronics Global Conference

SP - 17

EP - 19

BT - OGC 2023 - 8th Optoelectronics Global Conference

PB - IEEE

CY - Piscataway, US

T2 - 8th Optoelectronics Global Conference, OGC 2023

Y2 - 5 September 2023 through 8 September 2023

ER -

Experimentally Demonstration of Non-line-of-sight Optical Camera Communications Based on CPWM and Convolutional Neural Network

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