Computer Networking Research Laboratory

Dept. of Electrical & Computer Engineering, Colorado State University

Rank - Sparsity Decomposition of Network Data

Introduction

 

Project Team

Colorado State University

Numerica Corporation

Sponsor

This research is supported in part by the Air Force Office of Scientific Research under STTR contract FA9550-10-C-0090.

Publications

  1. R. Paffenroth, P. du Toit, R. Nong, L. Scharf, A. Jayasumana and V. Bandara, "Space-time Signal Processing for Distributed Pattern Detection in Sensor Networks," IEEE Journal of Selected Topics in Signal Processing, Vol. 6, No. 1, Jan. 2013.
  2. R. C. Paffenroth, P. C. Du Toit, L. L. Scharf, A. P. Jayasumana, V. W. Banadara and R. Nong, "Distributed Pattern Detection in Cyber Networks," SPIE Proceedings Vol. 8408, Cyber Sensing 2012, May 4, 2012. ISBN: 9780819490865
  3. R. C. Paffenroth, P. C. Du Toit, L. L. Scharf, A. P. Jayasumana, V. W. Banadara and R. Nong, "Space-time Signal Processing for Distributed Pattern Detection in Sensor Networks ," SPIE Proceedings Vol. 8393, Signal and Data Processing of Small Targets, 7 May 2012. ISBN: 9780819490711
  4. V.W. Bandara, L.L. Scharf, R.C. Paffenroth, A.P. Jayasumana, and P.C. DuToit, "Empirical Recovery Regions of Robust PCA," In review. (PDF available upon request)

Software Releases

GUI for Robust PCA Recoverability Experiments
GUI for Robust Principal Component Analysis
Random Matrix Generator