2015
DOI: 10.1007/978-3-319-14992-9_4
|View full text |Cite
|
Sign up to set email alerts
|

Temporal and Spectral Nonlinear Pulse Shaping Methods in Optical Fibers

Abstract: We use a supervised machine-learning model based on a neural network to predict the temporal and spectral intensity profiles of the pulses that form upon nonlinear propagation in optical fibers with both normal and anomalous second-order dispersion. We also show that the model is able to retrieve the parameters of the nonlinear propagation from the pulses observed at the output of the fiber. Various initial pulse shapes as well as initially chirped pulses are investigated.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
4

Citation Types

0
7
0

Year Published

2015
2015
2023
2023

Publication Types

Select...
6
1

Relationship

3
4

Authors

Journals

citations
Cited by 7 publications
(7 citation statements)
references
References 111 publications
0
7
0
Order By: Relevance
“…Techniques for generating specialized waveforms [16] have become increasingly important in many scientific areas, including, amongst others, ultrahigh-speed optical communications, and optical signal processing. Versatile ultrafast laser sources, which can selectively emit different types of pulses, are highly desirable in this context.…”
Section: Introductionmentioning
confidence: 99%
“…Techniques for generating specialized waveforms [16] have become increasingly important in many scientific areas, including, amongst others, ultrahigh-speed optical communications, and optical signal processing. Versatile ultrafast laser sources, which can selectively emit different types of pulses, are highly desirable in this context.…”
Section: Introductionmentioning
confidence: 99%
“…Techniques for generating, controlling and manipulating ultrashort optical pulses and specialised waveforms [19] have become increasingly important in many scientific areas, including, amongst others, ultra-high-speed optical communications, optical signal processing and biophotonics. Versatile ultrafast laser sources, which can selectively emit different types of nonlinear waves, are highly desirable in this context.…”
Section: Introductionmentioning
confidence: 99%
“…Techniques for generating, controlling and manipulating ultrashort optical pulses and specialised waveforms 20 have become increasingly important in many scientific areas, including, amongst others, ultrahigh-speed optical communications, optical signal processing and bio-photonics. Versatile ultrafast laser sources, which can selectively emit different types of nonlinear waves, are highly desirable in this context.…”
mentioning
confidence: 99%