光学技术, 2018, 44 (5): 617, 网络出版: 2018-10-08  

基于深度学习的数据中心光通信色散估计与管理

Estimation and management of fiber dispersion in the data center based on the deep learning
作者单位
1 江苏商贸职业学院 物联网技术研究所, 江苏 南通 226011
2 南通智大信息技术有限公司, 江苏 南通 226010
引用该论文

瞿国庆, 于树科. 基于深度学习的数据中心光通信色散估计与管理[J]. 光学技术, 2018, 44(5): 617.

QU Guoqing, YU Shuke. Estimation and management of fiber dispersion in the data center based on the deep learning[J]. Optical Technique, 2018, 44(5): 617.

参考文献

[1] 李耀芳, 吴斌, 肖杰, 等. 基于骨干网的数据中心网络服务规划设计[J]. 计算机工程与科学,2017,39(7):1281-1287.

    Li Yaofang, Wu Bin, Xiao Jie, et al. Data center network service planning based on backbone networks[J]. Computer Engineering and Science,2017,39(7):1281-1287.

[2] 张虎, 陈健. 高速相干光通信系统中残留色散均衡器研究[J]. 光子学报,2014,43(9):906004-0906004.

    Zhang Hu, Chen Jian. Investigation of residual chromatic eispersion equalizer in high-speed optical coherent communication systems[J]. Acta Photonica Sinica,2014,43(9):906004-0906004.

[3] Tuna C. Comparison of BER performances of MMSE equalizer and viterbi algorithm for the MLSE solution in 60 GHz communication channel[C]// International Conference on Electrical and Electronics Engineering. IEEE,2016:1212-1215.

[4] 臧大伟, 曹政, 王展, 等. 基于AWGR的OCS/EPS数据中心光电混合网络[J]. 计算机学报,2016,39(9):1868-1882.

    Zang Dawei, Cao Zheng, Wang Zhan, et al. AWGR-based OCS/EPS hybrid datacenter network[J]. Chinese Journal of Computers,2016,39(9):1868-1882.

[5] Sudarsan V. Optical materials: fundamentals and applications[J]. Functional Materials,2012:285-322.

[6] Krehlik P. Directly modulated lasers in negative dispersion fiber links[J]. Opto-Electronics Review,2007,15(2):71-77.

[7] Bakr M. Nonlinear optimization in electrical engineering with applications in MATLAB[M]. Institution of Engineering and Technology,2013.

[8] Cunningham D G, White I H, Ingham J D, et al. Performance and power dissipation comparisons between 28 Gb/s NRZ, PAM, CAP and optical OFDM systems for data communication applications[J]. Journal of Lightwave Technology,2012,30(20):3273-3280.

[9] 陈功, 贺林, 刘登宝. 基于系数可调FFE的10Gb/s发送端的设计[J]. 微电子学,2016,46(3):356-359.

    Chen Gong, He Lin, Liu Dengbao. Design of a 10 Gb/s transmitter based on adjustable coefficient FFE[J]. Microelectronics,2016,46(3):356-359.

[10] 付强, 肖沈阳, 郑思远, 等. 基于信道估计的判决反馈均衡器在时变水声信道中的应用研究[J]. 南京大学学报(自然科学),2015(s1):55-59.

    Fu Qiang, Xiao Shenyang, Zheng Siyuan, et al. Implementation of channel-estimation-based adaptive decision feedback equalization in time-varying underwater acoustic channels[J]. Journal of Nanjing University (Natural Sciences),2015(s1):55-59.

[11] 黄泽. 紫外非视距通信的MLSE均衡器[J]. 计算机工程,2012,38(20):72-75.

    Huang Ze. MLSE equalizer of ultraviolet non-line-of-sight communication[J]. Computer Engineering,2012,38(20):72-75.

[12] Forestieri E, Prati G, Colavolpe G, et al. Maximum-likelihood sequence detection with closed-form metrics in OOK optical systems impaired by GVD and PMD[J]. Journal of Lightwave Technology,2006,24(8):3073-3087.

瞿国庆, 于树科. 基于深度学习的数据中心光通信色散估计与管理[J]. 光学技术, 2018, 44(5): 617. QU Guoqing, YU Shuke. Estimation and management of fiber dispersion in the data center based on the deep learning[J]. Optical Technique, 2018, 44(5): 617.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!