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About An Introduction To Machine Learning Communications
This document introduces machine learning communications systems and discusses their potential advantages over traditional expert-designed systems. It describes communications systems as an end-to-end reconstruction task to jointly optimize components. It also presents Radio Transformer Networks (RTNs) to incorporate domain knowledge into machine learning models and studies applying convolutional neural networks to raw IQ time-series data for modulation classification. Open challenges for future work are also discussed.
Detailed Information
| Author: | ['Tarun singh'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 11 |
| Language: | English |
| Format: | |
| Price: | FREE |
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