Minimalist Deployment of Neural Network Equalizers in a Bandwidth-Limited Optical Wireless Communication System with Knowledge Distillation

Minimalist Deployment of Neural Network Equalizers in a Bandwidth-Limited Optical Wireless Communication System with Knowledge Distillation

An equalizer based on a recurrent neural network (RNN), especially with a bidirectional gated recurrent unit (biGRU) structure, is a good choice to deal with nonlinear damage and inter-symbol interference (ISI) in optical communication systems because of its excellent performance in processing time...

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Bibliographic Details
Main Authors: Yiming Zhu, Yuan Wei, Chaoxu Chen, Nan Chi, Jianyang Shi
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
artificial intelligence
machine learning
neural network
knowledge distillation
nonlinear equalizer
biGRU
Online Access:https://www.mdpi.com/1424-8220/24/5/1612

Internet

https://www.mdpi.com/1424-8220/24/5/1612

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