Experimental demonstration of SPM compensation using a complex-valued neural network for 40-Gbit/s optical 16QAM signals-Reference-Cited by-同舟云学术

Experimental demonstration of SPM compensation using a complex-valued neural network for 40-Gbit/s optical 16QAM signals

Published:2019 Issue:8 Volume:8 Page:281-286
ISSN:2187-0136
Container-title:IEICE Communications Express
language:en
Short-container-title:IEICE ComEX

Author:

Nakamura Moriya¹,Fukumoto Yuta¹,Owaki Shotaro¹,Sakamoto Takahide²,Yamamoto Naokatsu²

Affiliation:

1. School of Science and Technology, Meiji University

2. National Institute of Information and Communications Technology (NICT)

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

General Medicine

Link

https://www.jstage.jst.go.jp/article/comex/8/8/8_2019XBL0043/_pdf

Reference11 articles.

1. [1] E. Ip and J. M. Kahn, “Compensation of dispersion and nonlinear impairments using digital backpropagation,” J. Lightw. Technol., vol. 26, no. 20, pp. 3416–3425, Oct. 2008. DOI:10.1109/JLT.2008.927791

2. [2] L. Liu, L. Li, Y. Huang, K. Cui, Q. Xiong, and F. N. Hauske, “Intrachannel nonlinearity compensation by inverse Volterra series transfer function,” J. Lightw. Technol., vol. 30, no. 3, pp. 310–316, Feb. 2012. DOI:10.1109/JLT.2011.2182038

3. [3] M. A. Jarajreh, E. Giacoumidis, I. Aldaya, S. T. Le, A. Tsokanos, Z. Ghassemlooy, and N. J. Doran, “Artificial neural network nonlinear equalizer for coherent optical OFDM,” IEEE Photon. Technol. Lett., vol. 27, no. 4, pp. 387–390, Feb. 2015. DOI:10.1109/LPT.2014.2375960

4. [4] S. T. Ahmad and K. P. Kumar, “Radial basis function neural network nonlinear equalizer for 16-QAM coherent optical OFDM,” IEEE Photon. Technol. Lett., vol. 28, no. 22, pp. 2507–2510, Nov. 2016. DOI:10.1109/LPT.2016.2601901

5. [5] S. Owaki and M. Nakamura, “Equalization of optical nonlinear waveform distortion using neural-network based digital signal processing,” Optoelectronics and Communications Conference (OECC2016), WA2-40, Jul. 2016.

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