activity
20182022
most citedDistributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control

71 citations · 94 across the 16 of their papers we have counts for

collaborators

26 papers

cs.IT20229 cited

Query Timing Analysis for Content-based Wake-up Realizing Informative IoT Data Collection

Junya Shiraishi, Anders E. Kalør, Federico Chiariotti +3

Information freshness and high energy-efficiency are key requirements for sensor nodes serving Industrial Internet of Things (IIoT) applications, where a sink node must collect inf…

cs.NI2022

The Cost of Learning: Efficiency vs. Efficacy of Learning-Based RRM for 6G

Seyyidahmed Lahmer, Federico Chiariotti, Andrea Zanella

In the past few years, Deep Reinforcement Learning (DRL) has become a valuable solution to automatically learn efficient resource management strategies in complex networks. In many…

cs.NI20221 cited

Continent-wide Efficient and Fair Downlink Resource Allocation in LEO Satellite Constellations

Israel Leyva-Mayorga, Vineet Gala, Federico Chiariotti +1

The integration of Low Earth Orbit (LEO) satellite constellations into 5G and Beyond is essential to achieve efficient global connectivity. As LEO satellites are a global infrastru…

cs.NI2022

Beam Aware Stochastic Multihop Routing for Flying Ad-hoc Networks

Anay Ajit Deshpande, Roberto Pereira, Federico Chiariotti +3

Routing is a crucial component in the design of Flying Ad-Hoc Networks (FANETs). State of the art routing solutions exploit the position of Unmanned Aerial Vehicles (UAVs) and thei…

cs.NI2022

Statistical Characterization of Closed-Loop Latency at the Mobile Edge

Suraj Suman, Federico Chiariotti, Cedomir Stefanovic +2

The stringent timing and reliability requirements in mission-critical applications require a detailed statistical characterization of the latency. Teleoperation is a representative…

cs.NI20221 cited

Scheduling of Sensor Transmissions Based on Value of Information for Summary Statistics

Federico Chiariotti, Anders E. Kalør, Josefine Holm +2

The optimization of Value of Information (VoI) in sensor networks integrates awareness of the measured process in the communication system. However, most existing scheduling algori…