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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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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
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  • 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