433 citations · 1.3k across the 96 of their papers we have counts for
4 papers · 1 filter
ML-aided power allocation for Tactical MIMO
Arindam Chowdhury, Gunjan Verma, Chirag Rao +2
We study the problem of optimal power allocation in single-hop multi-antenna ad-hoc wireless networks. A standard technique to solve this problem involves optimizing a tri-convex f…
Optimal Index Policies for Anomaly Localization in Resource-Constrained Cyber Systems
Kobi Cohen, Qing Zhao, Ananthram Swami
The problem of anomaly localization in a resource-constrained cyber system is considered. Each anomalous component of the system incurs a cost per unit time until its anomaly is id…
Energy Scaling Laws for Distributed Inference in Random Fusion Networks
Animashree Anandkumar, Joseph E. Yukich, Lang Tong +1
The energy scaling laws of multihop data fusion networks for distributed inference are considered. The fusion network consists of randomly located sensors distributed i.i.d. accord…
Detection of Gauss-Markov Random Fields with Nearest-Neighbor Dependency
Animashree Anandkumar, Lang Tong, Ananthram Swami
The problem of hypothesis testing against independence for a Gauss-Markov random field (GMRF) is analyzed. Assuming an acyclic dependency graph, an expression for the log-likelihoo…