86 citations · 99 across the 12 of their papers we have counts for
3 papers · 1 filter
Hierarchical Federated Learning for Unsupervised Waveform Classification over Tactical MANETs
Charles E. Thornton, Daniel J. Jakubisin
Distributed radio frequency sensing in contested tactical environments demands collaborative learning across mobile nodes. In ad-hoc networks, learning must occur without persisten…
Hybrid SMI Realization via Matrix Completion and Riemannian Manifold Optimization on Narrowband Sub-Array Based Architectures
Tarun Suman Cousik, Rohit Rangaraj, Nishith Tripathi +3
Hybrid beamforming architectures reduce hardware complexity but restrict access to full array observations, rendering direct implementation of classical covariance based methods su…
Federated Parameter-Efficient Adaptation for Interference Mitigation at the Wireless Edge
Evar Jones, Daniel J. Jakubisin, Sanmay Das
Dense wireless deployments face co-channel interference from heterogeneous sources that vary across base stations (gNBs in 5G). While centralized DNN-based approaches to interferen…