2 papers
cs.NI2025
Beyond Assumptions: Measuring Federated Learning over Real 5G Networks
Robert J. Hayek, Kayla Comer, Joaquin Chung +3
Deploying FL using IoT devices is an area poised to significantly benefit from advances in NextG wireless. In this paper, we deploy a FL application using a 5G-NR Standalone (SA) t…
cs.IT2023
Tradeoff of age-of-information and power under reliability constraint for short-packet communication with block-length adaptation
Sudarsanan A. K., Vineeth B. S., Chandra R. Murthy
In applications such as remote estimation and monitoring, update packets are transmitted by power-constrained devices using short-packet codes over wireless networks. Therefore, ne…