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Resume/CV

The best place to start is my CV. This will have much more information than just some of the high level items listed on this page.

Later this page will be updated to include links to the various papers and descriptions for each work. Until then, please see the downloaded CV.

Education

Work Experience

Leadership

  • Project Manager, Senior Design
  • Community Leader, InterVarsity Christian Fellowship
  • Treasurer, Tau Beta Pi Honor Society
  • Treasurer, InterVarsity Christian Fellowship
  • Small Group Leader, Studenten Mission im Deutschland
  • Treasurer, MSOE Disc Golf Club
  • Small Group Leader, InterVarsity Christian Fellowship
  • Social Chair, MSOE Disc Golf Club
  • Project Manager/Founder, MSOE Campus Compost

Honors, Awards, and Societies

  • IEEE Commuications Society member
  • IEEE Signal Processing Society member
  • IEEE Vehicular Tech. Society member
  • MSOE Valedictorian
  • First Place Senior Design Presentation
  • Second Place Bluetooth Design Competition
  • AP Scholar with Honor
  • Tau Beta Pi Honor Society Member
  • Eta Kappa Nu Honor Society Member
  • Amateur HAM radio license (KD9IGM)

Publications

  • Massive MIMO Beam Management in Sub-6 GHz 5G NR
    Ryan M. Dreifuerst, Robert W. Heath Jr. to be submitted to IEEE Trans. on Wireless Communication
  • Massive MIMO Codebook Design in Sub-6 GHz 5G NR
     Ryan M. Dreifuerst, Robert W. Heath Jr. (Accepted)
  • Deep Reinforcement Learning-Based Scheduling for Multiband Massive MIMO
    Victor Hugo Lopes, Cleverson Nahum, Ryan M. Dreifuerst, Aldebaro Klautau, Kleber V. Cardoso, Robert W. Heath Jr., submitted to IEEE Open Access
  • Intent-based Radio Resource Scheduling in a RAN Slicing Scenario using Reinforcement Learning
    Cleverson Nahum, Victor Hugo Lopes, Ryan M. Dreifuerst, Aldebaro Klautau, Kleber V. Cardoso, Robert W. Heath Jr., submitted to IEEE Trans. on Wireless Comm.
  • Deep Learning-based Carrier Frequency Offset Estimation with 1-Bit ADCs (Accepted)
    Ryan M. Dreifuerst, Robert W. Heath Jr, Mandar Kulknari, Jianzhong (Charlie) Zhang
  • Frequency Synchronization for Low Resolution Millimeter-Wave (Accepted)
    Ryan M. Dreifuerst, Robert W. Heath Jr, Mandar Kulknari, Jianzhong (Charlie) Zhang
  • Radio Fingerprinting with Complex Neural Networks (in progress)
    Ryan M. Dreifuerst, Andrew Graff, Clive Unger, Sidharth Kumar, Dylan Bray