784 citations · 2.1k across the 91 of their papers we have counts for
10 papers · 1 filter
Link-Aware Energy-Frugal Continual Learning for Fault Detection in IoT Networks
Henrik C. M. Frederiksen, Junya Shiraishi, Cedomir Stefanovic +2
The use of lightweight machine learning (ML) models in internet of things (IoT) networks enables resource constrained IoT devices to perform on-device inference for several critica…
ISAC-Powered Distributed Matching and Resource Allocation in Multi-band NTN
Israel Leyva-Mayorga, Shashi Raj Pandey, Petar Popovski +3
Scalability is a major challenge in non-geostationary orbit (NGSO) satellite networks due to the massive number of ground users sharing the limited sub-6 GHz spectrum. Using K- and…
Quantum Reinforcement Learning for 6G and Beyond Wireless Networks
Dinh-Hieu Tran, Thai Duong Nguyen, Thanh-Dao Nguyen +10
While 5G is being deployed worldwide, 6G is receiving increasing attention from researchers to meet the growing demand for higher data rates, lower latency, higher density, and sea…
Using Visual Language Models to Control Bionic Hands: Assessment of Object Perception and Grasp Inference
Ozan Karaali, Hossam Farag, Strahinja Dosen +1
This study examines the potential of utilizing Vision Language Models (VLMs) to improve the perceptual capabilities of semi-autonomous prosthetic hands. We introduce a unified benc…
Tree algorithms for set reconciliation
Francisco Lázaro, Čedomir Stefanović
In this work, a set reconciliation setting is considered in which two parties have similar sets that they would like to reconcile. In particular, we focus on a divide-and-conquer s…
Enabling Next-Generation Cloud-Connected Bionic Limbs Through 5G Connectivity
Ozan Karaali, Hossam Farag, Strahinja Dosen +1
Despite the recent advancements in human-machine interfacing, contemporary assistive bionic limbs face critical challenges, including limited computational capabilities, high laten…