Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise

Mohai Yue; Yiqing Ji; Feng Tian; Tianze Wu; Nan Wang; Bo Liu; Qinghua Tian; Qi Zhang; Xiangjun Xin

doi:10.1109/ICOCN59242.2023.10236240

Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise

Mohai Yue, Yiqing Ji, Feng Tian, Tianze Wu^*, Nan Wang, Bo Liu, Qinghua Tian, Qi Zhang, Xiangjun Xin

^*Corresponding author for this work

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

Abstract

This paper utilizes a two-stage Kalman filter to compensate for phase and amplitude noise in a 64QAM optical transmission system. The results show an OSNR improvement of 0.1-0.6 dB over BPS and LKF.

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/ICOCN59242.2023.10236240
Publication status	Published - 2023
Externally published	Yes
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

Kalman filter
coherent optical communication system
higher order modulation format
phase noise

Access to Document

10.1109/ICOCN59242.2023.10236240

Cite this

Yue, M., Ji, Y., Tian, F., Wu, T., Wang, N., Liu, B., Tian, Q., Zhang, Q., & Xin, X. (2023). Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise. 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/ICOCN59242.2023.10236240

Yue, Mohai ; Ji, Yiqing ; Tian, Feng et al. / Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise. 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{a66c168f76b34fb2a54e81f643308c58,

title = "Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise",

abstract = "This paper utilizes a two-stage Kalman filter to compensate for phase and amplitude noise in a 64QAM optical transmission system. The results show an OSNR improvement of 0.1-0.6 dB over BPS and LKF.",

keywords = "Kalman filter, coherent optical communication system, higher order modulation format, phase noise",

author = "Mohai Yue and Yiqing Ji and Feng Tian and Tianze Wu and Nan Wang and Bo Liu and Qinghua Tian and Qi Zhang and Xiangjun Xin",

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/ICOCN59242.2023.10236240",

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",

}

Yue, M, Ji, Y, Tian, F, Wu, T, Wang, N, Liu, B, Tian, Q, Zhang, Q & Xin, X 2023, Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise. 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/ICOCN59242.2023.10236240

Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise. / Yue, Mohai; Ji, Yiqing; Tian, Feng 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 - Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise

AU - Yue, Mohai

AU - Ji, Yiqing

AU - Tian, Feng

AU - Wu, Tianze

AU - Wang, Nan

AU - Liu, Bo

AU - Tian, Qinghua

AU - Zhang, Qi

AU - Xin, Xiangjun

PY - 2023

Y1 - 2023

N2 - This paper utilizes a two-stage Kalman filter to compensate for phase and amplitude noise in a 64QAM optical transmission system. The results show an OSNR improvement of 0.1-0.6 dB over BPS and LKF.

AB - This paper utilizes a two-stage Kalman filter to compensate for phase and amplitude noise in a 64QAM optical transmission system. The results show an OSNR improvement of 0.1-0.6 dB over BPS and LKF.

KW - Kalman filter

KW - coherent optical communication system

KW - higher order modulation format

KW - phase noise

UR - http://www.scopus.com/inward/record.url?scp=85173112815&partnerID=8YFLogxK

U2 - 10.1109/ICOCN59242.2023.10236240

DO - 10.1109/ICOCN59242.2023.10236240

M3 - Conference contribution

AN - SCOPUS:85173112815

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 -

Yue M, Ji Y, Tian F, Wu T, Wang N, Liu B et al. Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise. 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/ICOCN59242.2023.10236240

Research on the Two-stage Kalman Filtering Algorithm for Joint Compensation of Phase and Amplitude Noise

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Keywords

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