Machine Learning for Optical Communication to Solve Pervasive Issues of Internet of Things
Dushyant Singh Chauhan and Gurjit Kaur, Department of Electronics and Communication Engineering, Delhi Technological University, Delhi, India
Abstract
Over the past decade, machine learning (ML) is being used as a new direction of innovation to transform optical communication systems. Due to the significant improvement and advancement in computing capabilities of ML techniques, it helps in issues related to optical communication and networking. In this chapter we describe numerous ML-based approaches to deal with various issues at physical and network layers. We also provide an outline of existing ML applications in optical communication systems ...
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