5 citations · 5 across the 10 of their papers we have counts for
3 papers · 1 filter
Neural 5G Indoor Localization with IMU Supervision
Aleksandr Ermolov, Shreya Kadambi, Maximilian Arnold +8
Radio signals are well suited for user localization because they are ubiquitous, can operate in the dark and maintain privacy. Many prior works learn mappings between channel state…
Joint Power Allocation in Interference-Limited Networks via Distributed Coordinated Learning
Roohollah Amiri, Hani Mehrpouyan, David Matolak +1
The deployment of ultra-dense networks is one of the main methods to meet the 5G data rate requirements. However, high density of independent small base stations (SBSs) will increa…
Self-Organizing mmWave Networks : A Power Allocation Scheme Based on Machine Learning
Roohollah Amiri, Hani Mehrpouyan
Millimeter-wave (mmWave) communication is anticipated to provide significant throughout gains in urban scenarios. To this end, network densification is a necessity to meet the high…