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Synthetic Dataset

The dataset used in this work is a custom synthetic dataset generated using the liquid-dsp library, containing 600000 examples of each of 13.8 million examples, with SNRs selected uniformly at random between [-10dB, 20dB], FOs selected uniformly at random between [-10%, 10%] of sample rate, and all further signal generation parameters such as filtering parameters, symbol order, etc. as specified in the paper.

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Cite this as

Arya Mazumdar, Barna Saha (2024). Dataset: Synthetic Dataset. https://doi.org/10.57702/a7l4jgri

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It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field	Value
Created	December 2, 2024
Last update	December 2, 2024
Defined In	https://doi.org/10.1145/3534678.3539245
Citation	https://doi.org/10.48550/arXiv.2405.18971 https://doi.org/10.48550/arXiv.2311.13187 https://doi.org/10.48550/arXiv.1911.01575 https://doi.org/10.48550/arXiv.1911.10699 https://doi.org/10.48550/arXiv.1908.00734 https://doi.org/10.48550/arXiv.2307.04923 https://doi.org/10.48550/arXiv.1411.1537 https://doi.org/10.48550/arXiv.2204.03208 https://doi.org/10.48550/arXiv.2203.13004 https://doi.org/10.48550/arXiv.1708.00581 https://doi.org/10.48550/arXiv.2202.10885 https://doi.org/10.48550/arXiv.2208.11257 https://doi.org/10.48550/arXiv.2005.10008 https://doi.org/10.48550/arXiv.1712.02046 https://doi.org/10.48550/arXiv.2311.10387 https://doi.org/10.48550/arXiv.1610.03317 https://doi.org/10.48550/arXiv.2206.08329 https://doi.org/10.48550/arXiv.1702.01208 https://doi.org/10.48550/arXiv.1805.11571 https://doi.org/10.48550/arXiv.1511.08861 https://doi.org/10.48550/arXiv.1409.8630
Author	Arya Mazumdar
More Authors	Barna Saha
Homepage	https://archive.ics.uci.edu/ml/datasets/Synthetic+Dataset