Neural network transfer learning for quality of transmission prediction
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United States of America Patent
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Oct 4, 2022
Grant Date -
Apr 11, 2019
app pub date -
Oct 5, 2018
filing date -
Oct 9, 2017
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Abstract
Systems and methods for predicting performance of a modulation system are provided. A neural network model is trained using performance information of a source system. The neural network model is modified with transferable knowledge about a target system to be evaluated. The neural network model is tuned using specific characteristics of the target system to create a source-based target model. The target system performance is evaluated using the source-based target model to predict system performance of the target system.
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