1 citations · 2 across the 6 of their papers we have counts for
14 papers
Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm
Hongyi Pan, Diaa Badawi, Erdem Koyuncu +1
We consider a family of vector dot products that can be implemented using sign changes and addition operations only. The dot products are energy-efficient as they avoid the multipl…
Quantizing Multiple Sources to a Common Cluster Center: An Asymptotic Analysis
Erdem Koyuncu
We consider quantizing an -dimensional sample, which is obtained by concatenating vectors from datasets of -dimensional vectors, to a -dimensional cluster center. The…
Optimal UAV Deployment for Rate Maximization in IoT Networks
Maryam Shabanighazikelayeh, Erdem Koyuncu
We consider multiple unmanned aerial vehicles (UAVs) at a common altitude serving as data collectors to a network of IoT devices. First, using a probabilistic line of sight channel…
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…