104 citations · 198 across the 3 of their papers we have counts for
4 papers
6G White Paper on Machine Learning in Wireless Communication Networks
Samad Ali, Walid Saad, Nandana Rajatheva +24
The focus of this white paper is on machine learning (ML) in wireless communications. 6G wireless communication networks will be the backbone of the digital transformation of socie…
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory
Hamid Shiri, Jihong Park, Mehdi Bennis
This paper investigates the control of a massive population of UAVs such as drones. The straightforward method of control of UAVs by considering the interactions among them to make…
Extreme URLLC: Vision, Challenges, and Key Enablers
Jihong Park, Sumudu Samarakoon, Hamid Shiri +4
Notwithstanding the significant traction gained by ultra-reliable and low-latency communication (URLLC) in both academia and 3GPP standardization, fundamentals of URLLC remain elus…
Remote UAV Online Path Planning via Neural Network Based Opportunistic Control
Hamid Shiri, Jihong Park, Mehdi Bennis
This letter proposes a neural network (NN) aided remote unmanned aerial vehicle (UAV) online control algorithm, coined oHJB. By downloading a UAV's state, a base station (BS) train…