Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM

Jiacheng Mao; Qi Zhang; Xiangjun Xin; Meng Sun; Feng Tian; Qinghua Tian; Fu Wang; Yongjun Wang; Leijing Yang; Yuanfeng Li; Furong Chai

doi:10.1109/ICOCN59242.2023.10236087

Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM

Jiacheng Mao^*
, Qi Zhang^*
, Xiangjun Xin
, Meng Sun
, Feng Tian
, Qinghua Tian
, Fu Wang
, Yongjun Wang
, Leijing Yang
, Yuanfeng Li
, Furong Chai

^*Corresponding author for this work

School of Information and Electronics

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

Abstract

To address the signal modulation identification problem in satellite optical communication, a signal identification scheme based on multiple features and support vector machines is proposed, and the feasibility and superiority of this scheme are demonstrated.

Original language	English
Title of host publication	2023 21st International Conference on Optical Communications and Networks, ICOCN 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350343502
DOIs	https://doi.org/10.1109/ICOCN59242.2023.10236087
Publication status	Published - 2023
Event	21st International Conference on Optical Communications and Networks, ICOCN 2023 - Qufu, China Duration: 31 Jul 2023 → 3 Aug 2023

Publication series

Name	2023 21st International Conference on Optical Communications and Networks, ICOCN 2023

Conference

Conference	21st International Conference on Optical Communications and Networks, ICOCN 2023
Country/Territory	China
City	Qufu
Period	31/07/23 → 3/08/23

Keywords

Multiple features
Satellite optical communication
Signal modulation identification

Access to Document

10.1109/ICOCN59242.2023.10236087

Cite this

Mao, J., Zhang, Q., Xin, X., Sun, M., Tian, F., Tian, Q., Wang, F., Wang, Y., Yang, L., Li, Y., & Chai, F. (2023). Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM. In 2023 21st International Conference on Optical Communications and Networks, ICOCN 2023 (2023 21st International Conference on Optical Communications and Networks, ICOCN 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOCN59242.2023.10236087

Mao, Jiacheng ; Zhang, Qi ; Xin, Xiangjun et al. / Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM. 2023 21st International Conference on Optical Communications and Networks, ICOCN 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 21st International Conference on Optical Communications and Networks, ICOCN 2023).

@inproceedings{6dfc204fbdad456897ad6d90d89f0696,

title = "Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM",

abstract = "To address the signal modulation identification problem in satellite optical communication, a signal identification scheme based on multiple features and support vector machines is proposed, and the feasibility and superiority of this scheme are demonstrated.",

keywords = "Multiple features, Satellite optical communication, Signal modulation identification",

author = "Jiacheng Mao and Qi Zhang and Xiangjun Xin and Meng Sun and Feng Tian and Qinghua Tian and Fu Wang and Yongjun Wang and Leijing Yang and Yuanfeng Li and Furong Chai",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 21st International Conference on Optical Communications and Networks, ICOCN 2023 ; Conference date: 31-07-2023 Through 03-08-2023",

year = "2023",

doi = "10.1109/ICOCN59242.2023.10236087",

language = "English",

series = "2023 21st International Conference on Optical Communications and Networks, ICOCN 2023",

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

booktitle = "2023 21st International Conference on Optical Communications and Networks, ICOCN 2023",

address = "United States",

}

Mao, J, Zhang, Q, Xin, X, Sun, M, Tian, F, Tian, Q, Wang, F, Wang, Y, Yang, L, Li, Y & Chai, F 2023, Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM. in 2023 21st International Conference on Optical Communications and Networks, ICOCN 2023. 2023 21st International Conference on Optical Communications and Networks, ICOCN 2023, Institute of Electrical and Electronics Engineers Inc., 21st International Conference on Optical Communications and Networks, ICOCN 2023, Qufu, China, 31/07/23. https://doi.org/10.1109/ICOCN59242.2023.10236087

Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM. / Mao, Jiacheng; Zhang, Qi; Xin, Xiangjun et al.
2023 21st International Conference on Optical Communications and Networks, ICOCN 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 21st International Conference on Optical Communications and Networks, ICOCN 2023).

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

TY - GEN

T1 - Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM

AU - Mao, Jiacheng

AU - Zhang, Qi

AU - Xin, Xiangjun

AU - Sun, Meng

AU - Tian, Feng

AU - Tian, Qinghua

AU - Wang, Fu

AU - Wang, Yongjun

AU - Yang, Leijing

AU - Li, Yuanfeng

AU - Chai, Furong

PY - 2023

Y1 - 2023

N2 - To address the signal modulation identification problem in satellite optical communication, a signal identification scheme based on multiple features and support vector machines is proposed, and the feasibility and superiority of this scheme are demonstrated.

AB - To address the signal modulation identification problem in satellite optical communication, a signal identification scheme based on multiple features and support vector machines is proposed, and the feasibility and superiority of this scheme are demonstrated.

KW - Multiple features

KW - Satellite optical communication

KW - Signal modulation identification

UR - https://www.scopus.com/pages/publications/85173111373

U2 - 10.1109/ICOCN59242.2023.10236087

DO - 10.1109/ICOCN59242.2023.10236087

M3 - Conference contribution

AN - SCOPUS:85173111373

T3 - 2023 21st International Conference on Optical Communications and Networks, ICOCN 2023

BT - 2023 21st International Conference on Optical Communications and Networks, ICOCN 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 21st International Conference on Optical Communications and Networks, ICOCN 2023

Y2 - 31 July 2023 through 3 August 2023

ER -

Mao J, Zhang Q, Xin X, Sun M, Tian F, Tian Q et al. Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM. In 2023 21st International Conference on Optical Communications and Networks, ICOCN 2023. Institute of Electrical and Electronics Engineers Inc. 2023. (2023 21st International Conference on Optical Communications and Networks, ICOCN 2023). doi: 10.1109/ICOCN59242.2023.10236087

Satellite Optical Signal Modulation Identification Based on Multiple Features and SVM

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this