Abstract:
We introduce neural network (NN)-based equalization in high-speed passive optical networks. Data feature engineering is proposed to improve performance of NN-based equali...Show MoreMetadata
Abstract:
We introduce neural network (NN)-based equalization in high-speed passive optical networks. Data feature engineering is proposed to improve performance of NN-based equalization. Besides, an unsupervised learning scheme for NN-based equalizer is proposed to train the model without known symbols of received signal.
Date of Conference: 08-12 March 2020
Date Added to IEEE Xplore: 04 May 2020
ISBN Information:
Conference Location: San Diego, CA, USA
Contents 