406 citations · 428 across the 13 of their papers we have counts for
4 papers · 1 filter
Fast and Reliable Initial Access with Random Beamforming for mmWave Networks
Yanpeng Yang, Hossein S. Ghadikolaei, Carlo Fischione +2
Millimeter-wave (mmWave) communications rely on directional transmissions to overcome severe path loss. Nevertheless, the use of narrow beams complicates the initial access procedu…
Learning Kolmogorov Models for Binary Random Variables
Hadi Ghauch, Mikael Skoglund, Hossein Shokri-Ghadikolaei +2
We summarize our recent findings, where we proposed a framework for learning a Kolmogorov model, for a collection of binary random variables. More specifically, we derive condition…
A Unified Framework for Training Neural Networks
Hadi Ghauch, Hossein Shokri-Ghadikolaei, Carlo Fischione +1
The lack of mathematical tractability of Deep Neural Networks (DNNs) has hindered progress towards having a unified convergence analysis of training algorithms, in the general sett…
Reducing Initial Cell-search Latency in mmWave Networks
Yanpeng Yang, Hossein S. Ghadikolaei, Carlo Fischione +2
Millimeter-wave (mmWave) networks rely on directional transmissions, in both control plane and data plane, to overcome severe path-loss. Nevertheless, the use of narrow beams compl…