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Ph.D. Proposal Oral Exam - Hyung Joon Cho
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Title: Deep Learning Based Optical Performance Monitoring for Digital Coherent Optical Receivers
Committee:
Dr. Ralph, Advisor
Dr. Klein, Chair
Dr. Romberg
Abstract: The objectives of the proposed research are (a) to develop machine learning techniques that can estimate optical performance monitoring metrics in optical communication, deploying a new optical link and checking the conditions of the established links; (b) to assess the performance of the associated machine learning techniques; (c) to understand the factors that limit the estimation performance; and (d) to identify optimal proxies for applying machine learning in digital coherent optical receivers.
Status
- Workflow status: Published
- Created by: Daniela Staiculescu
- Created: 06/10/2020
- Modified By: Daniela Staiculescu
- Modified: 06/10/2020
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