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What is Ionospheric Scintillation Simulator Using GANs about?
This article presents a synthetic ionospheric amplitude scintillation simulator utilizing neural networks, specifically generative adversarial networks (GANs) and autoencoders, to generate time series that mimic the statistical characteristics of the α-μ fading model. The simulator has been validated using historical scintillation data and demonstrates a high degree of statistical fidelity, making it a valuable tool for testing GNSS receiver designs under realistic scintillation conditions. This approach ai
- Author
- gncfreitas1
- Language
- EN