Towards AI-enhanced VLC Systems

Higor Camporez; Marcelo Eduardo Vieira Segatto; Helder Rocha; Jair Silva; Wesley Da Silva Costa

doi:10.1364/OFC.2022.W3I.7

Towards AI-enhanced VLC Systems

Higor Camporez, Marcelo Eduardo Vieira Segatto, Helder Rocha, Jair Silva, Wesley Da Silva Costa

Federal University of Espirito Santo

Research output: Contribution to conference › Other › Academic

4 Downloads (Pure)

Abstract

We demonstrate that position prediction is feasible in industrial applications with visible light communication (VLC), using artificial intelligence. Accordingly, a long short-term memory neural network is suggested, after experimental demonstrations of the optimized VLC systems.

Original language	English
Number of pages	3
DOIs	https://doi.org/10.1364/OFC.2022.W3I.7
Publication status	Published - 6 Mar 2022
Externally published	Yes
Event	2022 Optical Fiber Communications Conference and Exhibition (OFC) - San Diego, San Diego, United States Duration: 6 Mar 2022 → 10 Mar 2022 https://ieeexplore.ieee.org/xpl/conhome/9748173/proceeding

Conference

Conference	2022 Optical Fiber Communications Conference and Exhibition (OFC)
Abbreviated title	OFC
Country/Territory	United States
City	San Diego
Period	6/03/22 → 10/03/22
Internet address	https://ieeexplore.ieee.org/xpl/conhome/9748173/proceeding

Keywords

vlc systems
artificial intelligence
optimization theory
optical communication

Access to Document

10.1364/OFC.2022.W3I.7Licence: Unspecified

3 Article

Increasing the reach of visible light communication links through constant-envelope OFDM signals
Camporez, H., Pontes, M., Segatto , M., Rocha, H., Silva, J., Hinrichs, M., Paraskevopoulos, A., Jungnickel, V., Freund, R. & Da Silva Costa, W., 1 Mar 2023, In: Optics Communications. 530, 129179.
Research output: Contribution to journal › Article › Academic › peer-review
Optimizing Resources and Increasing the Coverage of Internet-of-Things (IoT) Networks: An Approach based on LoRaWAN
Gava, M. A., Rocha, H. R. O., Faber, M. J., Segatto, M. E. V., Wörtche, H. & Silva, J. A. L., 21 Jan 2023, In: Sensors. 23, 3, 17 p.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Performance Evaluation of a Simplified Power-Domain NOMA for Visible Light Communications
Silva, J. A. L., P. Lebarck Pizzaia, J., Fim Camporez, H. A., Pontes, M. J., De Oliveira Rocha, H. R., Vieria Segatto, M. E. & Da Silva Costa, W., 1 Mar 2023, In: Journal of the Optical Society of America A Optics, Image Science and Vision. 40, C46-C52, 10 p.
Research output: Contribution to journal › Article › Academic › peer-review

Cite this

@conference{41aeac55a50443de827b11790d0abbff,

title = "Towards AI-enhanced VLC Systems",

abstract = "We demonstrate that position prediction is feasible in industrial applications with visible light communication (VLC), using artificial intelligence. Accordingly, a long short-term memory neural network is suggested, after experimental demonstrations of the optimized VLC systems. ",

keywords = "vlc-systemen, kunstmatige intelligentie, optimalisatietheorie, optische communicatie, vlc systems, artificial intelligence, optimization theory, optical communication",

author = "Higor Camporez and Segatto, {Marcelo Eduardo Vieira} and Helder Rocha and Jair Silva and {Da Silva Costa}, Wesley",

year = "2022",

month = mar,

day = "6",

doi = "10.1364/OFC.2022.W3I.7",

language = "English",

note = "2022 Optical Fiber Communications Conference and Exhibition (OFC) ; Conference date: 06-03-2022 Through 10-03-2022",

url = "https://ieeexplore.ieee.org/xpl/conhome/9748173/proceeding",

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TY - CONF

T1 - Towards AI-enhanced VLC Systems

AU - Camporez, Higor

AU - Segatto, Marcelo Eduardo Vieira

AU - Rocha, Helder

AU - Silva, Jair

AU - Da Silva Costa, Wesley

PY - 2022/3/6

Y1 - 2022/3/6

N2 - We demonstrate that position prediction is feasible in industrial applications with visible light communication (VLC), using artificial intelligence. Accordingly, a long short-term memory neural network is suggested, after experimental demonstrations of the optimized VLC systems.

AB - We demonstrate that position prediction is feasible in industrial applications with visible light communication (VLC), using artificial intelligence. Accordingly, a long short-term memory neural network is suggested, after experimental demonstrations of the optimized VLC systems.

KW - vlc-systemen

KW - kunstmatige intelligentie

KW - optimalisatietheorie

KW - optische communicatie

KW - vlc systems

KW - artificial intelligence

KW - optimization theory

KW - optical communication

U2 - 10.1364/OFC.2022.W3I.7

DO - 10.1364/OFC.2022.W3I.7

M3 - Other

T2 - 2022 Optical Fiber Communications Conference and Exhibition (OFC)

Y2 - 6 March 2022 through 10 March 2022

ER -

Towards AI-enhanced VLC Systems

Abstract

Conference

Keywords

Access to Document

Fingerprint

Research output

Increasing the reach of visible light communication links through constant-envelope OFDM signals

Optimizing Resources and Increasing the Coverage of Internet-of-Things (IoT) Networks: An Approach based on LoRaWAN

Performance Evaluation of a Simplified Power-Domain NOMA for Visible Light Communications

Cite this