270 citations · 335 across the 14 of their papers we have counts for
6 papers · 1 filter
Reinforcement Learning for Caching with Space-Time Popularity Dynamics
Alireza Sadeghi, Georgios B. Giannakis, Gang Wang +1
With the tremendous growth of data traffic over wired and wireless networks along with the increasing number of rich-media applications, caching is envisioned to play a critical ro…
Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks
Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
Caching is envisioned to play a critical role in next-generation content delivery infrastructure, cellular networks, and Internet architectures. By smartly storing the most popular…
Analysis of Statistical QoS in Half Duplex and Full Duplex Dense Heterogeneous Cellular Networks
Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti +1
Statistical QoS provisioning as an important performance metric in analyzing next generation mobile cellular network, aka 5G, is investigated. In this context, by quantifying the p…
RCFD: A Frequency Based Channel Access Scheme for Full Duplex Wireless Networks
Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti +2
Recently, several working implementations of in--band full--duplex wireless systems have been presented, where the same node can transmit and receive simultaneously in the same fre…
Analysis of Key Generation Rate from Wireless Channel in In-Band Full-Duplex Communications
Alireza Sadeghi, Michele Zorzi, Farshad Lahouti
In this paper, the impact of in-band full-duplex (IBFD) wireless communications on secret key generation via physical layer channel state information is investigated. A key generat…
Statistical QoS Analysis of Full Duplex and Half Duplex Heterogeneous Cellular Networks
Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti +2
In this paper, statistical Quality of Service provisioning in next generation heterogeneous mobile cellular networks is investigated. To this aim, any active entity of the cellular…