Sparsity Learning Deep Neural Network Nonlinear Equalization Method for 112Gbps PAM4 Short-Reach Transmission Links-Reference-Cited by-同舟云学术

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Sparsity Learning Deep Neural Network Nonlinear Equalization Method for 112Gbps PAM4 Short-Reach Transmission Links

Published:2023-04-15 Issue:8 Volume:41 Page:2333-2342
ISSN:0733-8724
Container-title:Journal of Lightwave Technology
language:
Short-container-title:J. Lightwave Technol.

Author:

Yadav Govind Sharan¹^ORCID,Chuang Chun-Yen²^ORCID,Feng Kai-Ming¹^ORCID,Chen Jyehong²,Chen Young-Kai³

Affiliation:

1. Institute of Photonics Technologies, National Tsing Hua University, Hsinchu, Taiwan

2. Department of Photonics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan

3. Princeton School of Engineering and Applied Science, Department of Electrical and Computer Engineering, New Jersey, NJ, USA

Funder

Ministry of Science and Technology

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atomic and Molecular Physics, and Optics

Link

http://xplorestaging.ieee.org/ielx7/50/10084412/09993698.pdf?arnumber=9993698

Reference24 articles.

1. Experimental study of PAM-4, CAP-16, and DMT for 100 Gb/s Short Reach Optical Transmission Systems

2. Zero-Multiplier Sparse DNN Equalization for Fiber-Optic QAM Systems with Probabilistic Amplitude Shaping

3. Computational complexity comparison of feedforward/radial basis function/recurrent neural network-based equalizer for a 50-Gb/s PAM4 direct-detection optical link

4. Reducing computation complexity by using elastic net regularization based pruned Volterra equalization in a 80 Gbps PAM-4 signal for inter-data center interconnects

5. Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Nonlinearity-Robust IM/DD THz Communication System via Two-Stage Deep Learning Equalizer;IEEE Communications Letters;2024-08

2. Advanced Neural Network-Based Equalization in Intensity-Modulated Direct-Detection Optical Systems: Current Status and Future Trends;Photonics;2024-07-28

3. Key Enablers for Hardware-Efficient Neural Network Receiver in Short-Reach Optical Links;2024 22nd International Conference on Optical Communications and Networks (ICOCN);2024-07-26

4. Hardware-Efficient Neural Network-Based Receiver for Intensity-Modulated Direct-Detection Short-Reach Optical Links;2023 IEEE 15th International Conference on Advanced Infocomm Technology (ICAIT);2023-10-13

5. Low-Complexity Pruned Convolutional Neural Network Based Nonlinear Equalizer in Coherent Optical Communication Systems;Electronics;2023-07-18

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