Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU

Jinyun Chen; Leyuan Zhang; Lin Sun; Gordon Ning Liu; Zhaohui Li; Changyuan Yu

doi:10.1109/ACP/POEM59049.2023.10368779

Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU

Jinyun Chen, Leyuan Zhang, Lin Sun, Gordon Ning Liu, Zhaohui Li, Changyuan Yu

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

3 Citations (Scopus)

Abstract

We experimentally demonstrate the real-time optical signal reception at a rate of 2 Gbps using a 2.5-GSa/s ADC for the in-vehicle communication application. Adaptive decision thresholds are obtained through deploying real-time K-means clustering on GPU.

Original language	English
Title of host publication	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350312614
DOIs	https://doi.org/10.1109/ACP/POEM59049.2023.10368779
Publication status	Published - Nov 2023
Event	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023 - Wuhan, China Duration: 4 Nov 2023 → 7 Nov 2023

Publication series

Name	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023

Conference

Conference	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023
Country/Territory	China
City	Wuhan
Period	4/11/23 → 7/11/23

Keywords

FPGA
GPU
in-vehicle optical signal reception
Real-time signal processing

ASJC Scopus subject areas

Computer Networks and Communications
Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Instrumentation
Atomic and Molecular Physics, and Optics

More information

10.1109/ACP/POEM59049.2023.10368779

Cite this

Chen, J., Zhang, L., Sun, L., Ning Liu, G., Li, Z., & Yu, C. (2023). Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU. In 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023 Article 10368779 (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACP/POEM59049.2023.10368779

Chen, Jinyun ; Zhang, Leyuan ; Sun, Lin et al. / Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU. 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023).

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abstract = "We experimentally demonstrate the real-time optical signal reception at a rate of 2 Gbps using a 2.5-GSa/s ADC for the in-vehicle communication application. Adaptive decision thresholds are obtained through deploying real-time K-means clustering on GPU.",

keywords = "FPGA, GPU, in-vehicle optical signal reception, Real-time signal processing",

author = "Jinyun Chen and Leyuan Zhang and Lin Sun and {Ning Liu}, Gordon and Zhaohui Li and Changyuan Yu",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023 ; Conference date: 04-11-2023 Through 07-11-2023",

year = "2023",

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doi = "10.1109/ACP/POEM59049.2023.10368779",

language = "English",

series = "2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023",

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Chen, J, Zhang, L, Sun, L, Ning Liu, G, Li, Z & Yu, C 2023, Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU. in 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023., 10368779, 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023, Institute of Electrical and Electronics Engineers Inc., 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023, Wuhan, China, 4/11/23. https://doi.org/10.1109/ACP/POEM59049.2023.10368779

Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU. / Chen, Jinyun; Zhang, Leyuan; Sun, Lin et al.
2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc., 2023. 10368779 (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AU - Chen, Jinyun

AU - Zhang, Leyuan

AU - Sun, Lin

AU - Ning Liu, Gordon

AU - Li, Zhaohui

AU - Yu, Changyuan

PY - 2023/11

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AB - We experimentally demonstrate the real-time optical signal reception at a rate of 2 Gbps using a 2.5-GSa/s ADC for the in-vehicle communication application. Adaptive decision thresholds are obtained through deploying real-time K-means clustering on GPU.

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KW - in-vehicle optical signal reception

KW - Real-time signal processing

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DO - 10.1109/ACP/POEM59049.2023.10368779

M3 - Conference article published in proceeding or book

AN - SCOPUS:85183306771

T3 - 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023

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PB - Institute of Electrical and Electronics Engineers Inc.

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Chen J, Zhang L, Sun L, Ning Liu G, Li Z, Yu C. Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU. In 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc. 2023. 10368779. (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023). doi: 10.1109/ACP/POEM59049.2023.10368779

Experimental Demonstration of Real-Time in-Vehicle Optical Signal Reception Using FPGA and GPU

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Keywords

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