Release Time:2019-03-13  Hits:

Indexed by: Journal Article

Date of Publication: 2016-06-20

Journal: MODERN PHYSICS LETTERS B

Included Journals: SCIE

Volume: 30

Issue: 16

ISSN: 0217-9849

Key Words: Reservoir computing; optical packet switching network; optical header recognition; optical feedback; chaos

Abstract: 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.