| Author(s): |
Jeffrey A. Jargon; Xiaoxia Wu; Louis Christen; Alan Willner; |
| Title: |
Training of neural networks to perform optical performance monitoring of a combination of accumulated signal nonlinearity, CD, PMD, and OSNR |
| Published: |
November 01, 2008 |
| Abstract: |
We propose a technique using artificial neural networks to simultaneously identify fiber nonlinearity, OSNR, CD, and PMD from eye-diagram and eye-histogram parameters. A correlation coefficient of 0.97 is obtained for a set of testing data. |
| Proceedings: |
The 21st Annual Meeting of The IEEE Lasers & Electro-Optics Society |
| Pages: |
pp. 543 - 544 |
| Location: |
Newport Beach, CA |
| Dates: |
November 9-13, 2008 |
| Keywords: |
Artificial neural network; chromatic dispersion; nonlinearity; optical signal-to-noise ratio; performance monitoring; polarization-mode dispersion. |
| Research Areas: |
Data and Informatics |
| PDF version: |
 Click here to retrieve PDF version of paper (353KB) |
