Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC)

Yun Shen Lin; Yang Liu; Chi Wai Chow; Yun Han Chang; Dong Chang Lin; Shao Hua Song; Ke Ling Hsu; Chien Hung Yeh

Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC)

Yun Shen Lin, Yang Liu, Chi Wai Chow^*, Yun Han Chang, Dong Chang Lin, Shao Hua Song, Ke Ling Hsu, Chien Hung Yeh

^*Corresponding author for this work

Department of Photonics

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

Abstract

We propose and demonstrate using Z-score averaging neural-network (Z-NN) and background-content-removal (BCR) to mitigate the inter-symbol-interference (ISI) in camera-communication (OCC). 950-bit/s over 3-m free-space transmission is achieved.

Original language	English
Title of host publication	Optical Fiber Communication Conference, OFC 2021
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Electronic)	9781557528209
State	Published - 2021
Event	Optical Fiber Communication Conference, OFC 2021 - Virtual, Online, United States Duration: 6 Jun 2021 → 11 Jun 2021

Publication series

Name	Optics InfoBase Conference Papers

Conference

Conference	Optical Fiber Communication Conference, OFC 2021
Country/Territory	United States
City	Virtual, Online
Period	6/06/21 → 11/06/21

Cite this

Lin, Y. S., Liu, Y., Chow, C. W., Chang, Y. H., Lin, D. C., Song, S. H., Hsu, K. L., & Yeh, C. H. (2021). Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC). In Optical Fiber Communication Conference, OFC 2021 (Optics InfoBase Conference Papers). Optica Publishing Group (formerly OSA).

@inproceedings{25669e26ed5a42e486f45780afc0402d,

title = "Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC)",

abstract = "We propose and demonstrate using Z-score averaging neural-network (Z-NN) and background-content-removal (BCR) to mitigate the inter-symbol-interference (ISI) in camera-communication (OCC). 950-bit/s over 3-m free-space transmission is achieved.",

author = "Lin, {Yun Shen} and Yang Liu and Chow, {Chi Wai} and Chang, {Yun Han} and Lin, {Dong Chang} and Song, {Shao Hua} and Hsu, {Ke Ling} and Yeh, {Chien Hung}",

note = "Publisher Copyright: {\textcopyright} OSA 2021, {\textcopyright} 2021 The Author(s); Optical Fiber Communication Conference, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",

year = "2021",

language = "English",

series = "Optics InfoBase Conference Papers",

publisher = "Optica Publishing Group (formerly OSA)",

booktitle = "Optical Fiber Communication Conference, OFC 2021",

address = "美國",

}

Lin, YS, Liu, Y, Chow, CW, Chang, YH, Lin, DC, Song, SH, Hsu, KL & Yeh, CH 2021, Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC). in Optical Fiber Communication Conference, OFC 2021. Optics InfoBase Conference Papers, Optica Publishing Group (formerly OSA), Optical Fiber Communication Conference, OFC 2021, Virtual, Online, United States, 6/06/21.

Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC). / Lin, Yun Shen; Liu, Yang; Chow, Chi Wai et al.
Optical Fiber Communication Conference, OFC 2021. Optica Publishing Group (formerly OSA), 2021. (Optics InfoBase Conference Papers).

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

TY - GEN

T1 - Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC)

AU - Lin, Yun Shen

AU - Liu, Yang

AU - Chow, Chi Wai

AU - Chang, Yun Han

AU - Lin, Dong Chang

AU - Song, Shao Hua

AU - Hsu, Ke Ling

AU - Yeh, Chien Hung

PY - 2021

Y1 - 2021

N2 - We propose and demonstrate using Z-score averaging neural-network (Z-NN) and background-content-removal (BCR) to mitigate the inter-symbol-interference (ISI) in camera-communication (OCC). 950-bit/s over 3-m free-space transmission is achieved.

AB - We propose and demonstrate using Z-score averaging neural-network (Z-NN) and background-content-removal (BCR) to mitigate the inter-symbol-interference (ISI) in camera-communication (OCC). 950-bit/s over 3-m free-space transmission is achieved.

UR - http://www.scopus.com/inward/record.url?scp=85133802127&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85133802127

T3 - Optics InfoBase Conference Papers

BT - Optical Fiber Communication Conference, OFC 2021

PB - Optica Publishing Group (formerly OSA)

T2 - Optical Fiber Communication Conference, OFC 2021

Y2 - 6 June 2021 through 11 June 2021

ER -

Z-score averaging neural network and background content removal for high performance rolling shutter based optical camera communication (OCC)

Abstract

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Conference

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