11 citations · 19 across the 23 of their papers we have counts for
4 papers · 1 filter
A Generalization of Principal Component Analysis
Samuele Battaglino, Erdem Koyuncu
Conventional principal component analysis (PCA) finds a principal vector that maximizes the sum of second powers of principal components. We consider a generalized PCA that aims at…
Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks
Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi +3
Robust and computationally efficient anomaly detection in videos is a problem in video surveillance systems. We propose a technique to increase robustness and reduce computational…
The Tradeoff Between Coverage and Computation in Wireless Networks
Erdem Koyuncu
We consider a distributed edge computing scenario consisting of several wireless nodes that are located over an area of interest. Specifically, some of the "master" nodes are taske…
Optimal Placement of UAVs for Minimum Outage Probability
Maryam Shabanighazikelayeh, Erdem Koyuncu
We consider multiple unmanned aerial vehicles (UAVs) serving a density of ground terminals (GTs) as base stations. The objective is to minimize the outage probability of GT-to-UAV…