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author:

Wan, Xiangyu (Wan, Xiangyu.) [1] | Lin, Bangjiang (Lin, Bangjiang.) [2] | Ghassemlooy, Zabih (Ghassemlooy, Zabih.) [3] | Huang, Tianming (Huang, Tianming.) [4] | Luo, Jiabin (Luo, Jiabin.) [5] | Ding, Yongqi (Ding, Yongqi.) [6]

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EI

Abstract:

Non-line-of-sight (NLOS) optical camera communications (OCC) exhibit greater link availability and mobility than line-of-sight links, which are more susceptible to blocking and shadowing. In this work,we propose an NLOS OCC system, where the data signal is mapped into color pulse width modulation (CPWM) symbols prior to transmission using a red-, green-, and blue light-emitting diode. A convolutional-neural-network-based receiver is used to demodulate the CPWM signal. Based on experimental results, the proposed scheme effectively mitigates the effects of diffuse reflection induced intersymbol interference, resulting in an increased data transmission rate to 7.2 kbps over a link span of more than 2 m, which is typical for indoor applications. © 2023 Optica Publishing Group.

Keyword:

Cameras Convolution Convolutional neural networks Optical communication Signal receivers

Community:

  • [ 1 ] [Wan, Xiangyu]College of Advanced Manufacturing, Fuzhou University, Fujian, Fuzhou, China
  • [ 2 ] [Wan, Xiangyu]Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, Fujian, Quanzhou, China
  • [ 3 ] [Lin, Bangjiang]Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, Fujian, Quanzhou, China
  • [ 4 ] [Ghassemlooy, Zabih]Optical Communications Research Group, NCRLab, Faculty of Engineering and Environment, Northumbria University, Newcastle; NE1 8ST, United Kingdom
  • [ 5 ] [Huang, Tianming]Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, Fujian, Quanzhou, China
  • [ 6 ] [Luo, Jiabin]Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, Fujian, Quanzhou, China
  • [ 7 ] [Ding, Yongqi]Quanzhou Institute of Equipment Manufacturing, Haixi Institutes, Chinese Academy of Sciences, Fujian, Quanzhou, China

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Source :

Applied Optics

ISSN: 1559-128X

Year: 2023

Issue: 28

Volume: 62

Page: 7367-7372

1 . 7

JCR@2023

1 . 7 0 0

JCR@2023

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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