109 citations · 308 across the 30 of their papers we have counts for
32 papers
Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning
Wei Shi, Milad Ganjalizadeh, Hossein Shokri Ghadikolaei +1
Ultra-reliable low latency communications (URLLC) service is envisioned to enable use cases with strict reliability and latency requirements in 5G. One approach for enabling URLLC…
A Bayesian Approach to Characterize Unknown Interference Power in Wireless Networks
Mahmoud Zaher, Emil Björnson, Marina Petrova
The existence of unknown interference is a prevalent problem in wireless communication networks. Especially in multi-user multiple-input multiple-output (MIMO) networks, where a la…
Reinforcement Learning-based Joint Handover and Beam Tracking in Millimeter-wave Networks
Sara Khosravi, Hossein S. Ghadikolaei, Jens Zander +1
In this paper, we develop an algorithm for joint handover and beam tracking in millimeter-wave (mmWave) networks. The aim is to provide a reliable connection in terms of the achiev…
BSAC-CoEx: Coexistence of URLLC and Distributed Learning Services via Device Selection
Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Deniz Gündüz +1
Recent advances in distributed intelligence have driven impressive progress across a diverse range of applications, from industrial automation to autonomous transportation. Neverth…
Soft Handover Procedures in mmWave Cell-Free Massive MIMO Networks
Mahmoud Zaher, Emil Björnson, Marina Petrova
This paper considers a mmWave cell-free massive MIMO (multiple-input multiple-output) network composed of a large number of geographically distributed access points (APs) simultane…
Interplay between Distributed AI Workflow and URLLC
Milad Ganjalizadeh, Hossein S. Ghadikolaei, Johan Haraldson +1
Distributed artificial intelligence (AI) has recently accomplished tremendous breakthroughs in various communication services, ranging from fault-tolerant factory automation to sma…