• Data-Driven Spectrum Cartography via Deep Completion Autoencoders 

      Teganya, Yves; Romero, Daniel (Journal article; Peer reviewed, 2020)
      Spectrum maps, which provide RF spectrum metrics such as power spectral density for every location in a geographic area, find numerous applications in wireless communications such as interference control, spectrum management, ...
    • Hidden Markov Model Based Machine Learning for mMTC Device Cell Association in 5G Networks 

      Balapuwaduge, Indika A. M.; Li, Frank Yong (Journal article; Peer reviewed, 2019)
      Massive machine-type communication (mMTC) is expected to play a pivotal role in emerging 5G networks. Considering the dense deployment of small cells and the existence of heterogeneous cells, an MTC device can discover ...
    • Preamble Reservation Based Access for Grouped mMTC Devices with URLLC Requirements 

      Weerasinghe, Thilina Nuwan; Balapuwaduge, Indika A. M.; Li, Frank Yong (Journal article; Peer reviewed, 2019)
      Ultra-reliable low latency communication (URLLC) and massive machine type communications (mMTC) are two of the three major technological pillars in 5G. For medium access in mMTC scenarios, e.g., smart cities, a major ...