Learning process for reducing uncertainties on network parameters and design margins

• DOI: 10.1364/ofc.2017.w4f.6
• Publication Date: 2017-03-10T12:39:40Z
• Authors: E. Seve; J. Pesic; C. Delezoide; Y. Pointurier
• Keywords: 0202 electrical engineering, electronic engineering, information engineering; 0211 other engineering and technologies; 02 engineering and technology

Using monitored physical parameters in a learning process, we decrease design margins by reducing uncertainties on the input of Quality Transmission (QoT) tool, improving accuracy signal-to-noise ratio prediction.