3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions

Li Sheng Hsu; Chi Wai Chow; Yang Liu; Yun Han Chang; Deng Cheng Tsai; Tun Yao Hung; Yuan Zeng Lin; Yin He Jian; Chien Hung Yeh

3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions

Li Sheng Hsu, Chi Wai Chow^*, Yang Liu, Yun Han Chang, Deng Cheng Tsai, Tun Yao Hung, Yuan Zeng Lin, Yin He Jian, Chien Hung Yeh

^*此作品的通信作者

光電工程學系

研究成果: Conference contribution › 同行評審

摘要

We propose and present the first demonstration of a 3-D visible-light-positioning (VLP) utilizing Two-Stage-Neural-Network (TSNN) and Signal-Strength-Enhancement (SSE) to mitigate the light-non-overlapping-regions. In a practical room of 200×150×300 cm3, the average errors are <9 cm.

原文	English
主出版物標題	2022 European Conference on Optical Communication, ECOC 2022
發行者	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子）	9781957171159
出版狀態	Published - 2022
事件	2022 European Conference on Optical Communication, ECOC 2022 - Basel, Switzerland 持續時間: 18 9月 2022 → 22 9月 2022

出版系列

名字	2022 European Conference on Optical Communication, ECOC 2022

Conference

Conference	2022 European Conference on Optical Communication, ECOC 2022
國家/地區	Switzerland
城市	Basel
期間	18/09/22 → 22/09/22

其它文件與鏈接

Link to publication in Scopus

引用此

Hsu, L. S., Chow, C. W., Liu, Y., Chang, Y. H., Tsai, D. C., Hung, T. Y., Lin, Y. Z., Jian, Y. H., & Yeh, C. H. (2022). 3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions. 於 2022 European Conference on Optical Communication, ECOC 2022 (2022 European Conference on Optical Communication, ECOC 2022). Institute of Electrical and Electronics Engineers Inc..

Hsu, Li Sheng ; Chow, Chi Wai ; Liu, Yang 等. / 3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions. 2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 European Conference on Optical Communication, ECOC 2022).

@inproceedings{4aba9110da8549d3b478879cf3a09381,

title = "3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions",

abstract = "We propose and present the first demonstration of a 3-D visible-light-positioning (VLP) utilizing Two-Stage-Neural-Network (TSNN) and Signal-Strength-Enhancement (SSE) to mitigate the light-non-overlapping-regions. In a practical room of 200×150×300 cm3, the average errors are <9 cm.",

author = "Hsu, {Li Sheng} and Chow, {Chi Wai} and Yang Liu and Chang, {Yun Han} and Tsai, {Deng Cheng} and Hung, {Tun Yao} and Lin, {Yuan Zeng} and Jian, {Yin He} and Yeh, {Chien Hung}",

note = "Publisher Copyright: {\textcopyright} 2022 Optica.; 2022 European Conference on Optical Communication, ECOC 2022 ; Conference date: 18-09-2022 Through 22-09-2022",

year = "2022",

language = "English",

series = "2022 European Conference on Optical Communication, ECOC 2022",

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

booktitle = "2022 European Conference on Optical Communication, ECOC 2022",

address = "United States",

}

Hsu, LS, Chow, CW, Liu, Y, Chang, YH, Tsai, DC, Hung, TY, Lin, YZ, Jian, YH & Yeh, CH 2022, 3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions. 於 2022 European Conference on Optical Communication, ECOC 2022. 2022 European Conference on Optical Communication, ECOC 2022, Institute of Electrical and Electronics Engineers Inc., 2022 European Conference on Optical Communication, ECOC 2022, Basel, Switzerland, 18/09/22.

3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions. / Hsu, Li Sheng; Chow, Chi Wai; Liu, Yang 等.
2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 European Conference on Optical Communication, ECOC 2022).

研究成果: Conference contribution › 同行評審

TY - GEN

T1 - 3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions

AU - Hsu, Li Sheng

AU - Chow, Chi Wai

AU - Liu, Yang

AU - Chang, Yun Han

AU - Tsai, Deng Cheng

AU - Hung, Tun Yao

AU - Lin, Yuan Zeng

AU - Jian, Yin He

AU - Yeh, Chien Hung

PY - 2022

Y1 - 2022

N2 - We propose and present the first demonstration of a 3-D visible-light-positioning (VLP) utilizing Two-Stage-Neural-Network (TSNN) and Signal-Strength-Enhancement (SSE) to mitigate the light-non-overlapping-regions. In a practical room of 200×150×300 cm3, the average errors are <9 cm.

AB - We propose and present the first demonstration of a 3-D visible-light-positioning (VLP) utilizing Two-Stage-Neural-Network (TSNN) and Signal-Strength-Enhancement (SSE) to mitigate the light-non-overlapping-regions. In a practical room of 200×150×300 cm3, the average errors are <9 cm.

UR - http://www.scopus.com/inward/record.url?scp=85146399706&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85146399706

T3 - 2022 European Conference on Optical Communication, ECOC 2022

BT - 2022 European Conference on Optical Communication, ECOC 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 European Conference on Optical Communication, ECOC 2022

Y2 - 18 September 2022 through 22 September 2022

ER -

Hsu LS, Chow CW, Liu Y, Chang YH, Tsai DC, Hung TY 等. 3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions. 於 2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 European Conference on Optical Communication, ECOC 2022).

3-Dimensional Visible Light Positioning (VLP) Using Two-Stage Neural Network (TSNN) and Signal-Strength-Enhancement (SSE) to Mitigate Light Non-Overlapping Regions

摘要

出版系列

Conference

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