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

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

4 Scopus citations

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	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781943580866
State	Published - Jun 2021
Event	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - San Francisco, United States Duration: 6 Jun 2021 → 11 Jun 2021

Publication series

Name	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

Conference

Conference	2021 Optical Fiber Communications Conference and Exhibition, OFC 2021
Country/Territory	United States
City	San Francisco
Period	6/06/21 → 11/06/21

Keywords

(060.2605) Free-space optical communication
(060.4510) Optical communications

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 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings Article 9489572 (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

Lin, Yun Shen ; Liu, Yang ; Chow, Chi Wai et al. / Z-Score Averaging Neural Network and Background Content Removal for High Performance Rolling Shutter based Optical Camera Communication (OCC). 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

@inproceedings{a7d81cd1e00947d598c5b6ca263ac005,

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.",

keywords = "(060.2605) Free-space optical communication, (060.4510) Optical communications",

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} 2021 OSA.; 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",

year = "2021",

month = jun,

language = "English",

series = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",

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 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings., 9489572, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021, San Francisco, 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.
2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. 9489572 (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

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 - 2021/6

Y1 - 2021/6

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.

KW - (060.2605) Free-space optical communication

KW - (060.4510) Optical communications

UR - http://www.scopus.com/inward/record.url?scp=85112036376&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85112036376

T3 - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

BT - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021

Y2 - 6 June 2021 through 11 June 2021

ER -

Lin YS, Liu Y, Chow CW, Chang YH, Lin DC, Song SH et al. Z-Score Averaging Neural Network and Background Content Removal for High Performance Rolling Shutter based Optical Camera Communication (OCC). In 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. 9489572. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

Z-Score Averaging Neural Network and Background Content Removal for High Performance Rolling Shutter based Optical Camera Communication (OCC)

Abstract

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Keywords

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