Nokia Internship nonlinear noise estimation using machine learning 

France 

591007333

What you will learn and contribute to

The future optical fiber communication networks will be more dynamic in routing traffic, choosing signaling schemes and controlling transmit power to enable maximum utilization of existing infrastructure. To achieve this, massive monitoring of various parameters that can affect system performance is required. Among these parameters is noise which can be broadly categorized as linear and nonlinear noise. An optimal performance can be achieved by maintaining a right balance of linear and nonlinear noise in the link. Therefore, estimation of these noise proportions is crucial.

As part of our team, you will:

• Study research literature on nonlinear noise estimation and identify opportunities
• Develop noise estimation methods and compare them against benchmark through simulations
• Utilize the developed methods to perform launch power optimization
• Participate in lab experiments to evaluate the proposed methods

Your skills and experience

You have:

What we offer