Published in Fall Technical Forum: SCTE, NCTA, CableLabs, 2021
This paper discusses uses machine learning to classify types radio frequency impairments in cable modems.
Recommended citation: Ottlik, Berkan and Volpe, Brady. (2021). "Machine Learning and Proactive Network Maintenance: Transforming Today's Plant Operations" 2021 Fall Technical Forum: SCTE, NCTA, CableLabs. https://www.nctatechnicalpapers.com/Paper/2021/2021-machine-learning-and-proactive-network-maintenance-transforming-today-s-plant-operations/