Corpus ID: 221450455

Source Coding Based Millimeter-Wave Channel Estimation with Deep Learning Based Decoding

  title={Source Coding Based Millimeter-Wave Channel Estimation with Deep Learning Based Decoding},
  author={Yahia Shabara and E. Ekici and C. E. Koksal},
  journal={arXiv: Information Theory},
The speed at which millimeter-Wave (mmWave) channel estimation can be carried out is critical for the adoption of mmWave technologies. This is particularly crucial because mmWave transceivers are equipped with large antenna arrays to combat severe path losses, which consequently creates large channel matrices, whose estimation may incur significant overhead. This paper focuses on the mmWave channel estimation problem. Our objective is to reduce the number of measurements required to reliably… Expand

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