黄德根Huang Degen

(教授)

 博士生导师  硕士生导师
学位:博士
性别:男
毕业院校:大连理工大学
所在单位:计算机科学与技术学院
电子邮箱:huangdg@dlut.edu.cn

论文成果

Optical packet header identification utilizing an all-optical feedback chaotic reservoir computing

发表时间:2019-03-13 点击次数:

论文名称:Optical packet header identification utilizing an all-optical feedback chaotic reservoir computing
论文类型:期刊论文
发表刊物:MODERN PHYSICS LETTERS B
收录刊物:SCIE
卷号:30
期号:16
ISSN号:0217-9849
关键字:Reservoir computing; optical packet switching network; optical header recognition; optical feedback; chaos
摘要:In this paper, an all-optical reservoir computing (RC) setup is proposed for identifying the types of optical packet headers in optical packet switching (OPS) network. The numerical simulation identification results of 3 bits and 32 bits optical headers with the bit rate of 10 Gbps are as low as 0.625% and 2.25%, respectively. The identification errors with the variation of the feedback strength and feedback delay are presented separately. Hence, the optimal feedback parameters are obtained. The all-optical feedback RC setup is robust to the white Gaussian noise. The recognition error is acceptable when the signal-to-noise ratio (SNR) is greater than 15 dB.
发表时间:2016-06-20