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Dissertation Title: Statistical Problems in Wireless Sensor Networks.
Advisors:
Professor Liza Levina
Professor George Michailidis
Research Interests:
Wireless Sensor Networks (Target Detection, Localization, Tracking and Diagnostic)
Multivariate Data Analysis, Pattern Recognition
Functional Data Analysis, Graph Optimization
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Publications:
N. Katenka, E. Levina, and G. Michailidis (2007).
A Cost-Efficient Approach to Wireless Sensor Network Design.
Technical report #474, Dept. of Statistics, Univ.of Michigan.
N. Katenka, E. Levina, and G. Michailidis (2006).
Robust Target Localization from Binary Decisions
in Wireless Sensor Networks.
Technical report #452, Dept. of
Statistics, Univ. of Michigan.
N. Katenka, E. Levina, and G. Michailidis (2008).
Local Vote Decision Fusion for Target
Detection in Wireless Sensor Networks.
IEEE Transactions on Signal Processing
56(1):329-338
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Academic Presentations:
(January 2008) Invited Poster Presentation,
The Opening Workshop of the SAMSI program on Environmental Sensor Networks,
Research Triangle, NC
(June 2007) Presentation, Rackham Interdisciplinary Workshop on Statistical Topics,
Ann Arbor, MI
(March 2007) Poster Presentation.
MSSISS (Michigan Student Symposium for Interdisciplinary Statistical Sciences 2007),
Ann Arbor, MI
(January 2007) Graduate student participant at
Mathematical Challenges and Opportunities in Sensor Networking Workshop,
Institute of Pure and Applied Mathematics (IPAM), UCLA, Los Angeles, CA
(June 2006)
Invited talk,
Joint Research Conference on Statistics in Quality, Industry and Technology,
Knoxville, TN
(April 2004) Presentation. International Conference on Modelling and Simulation,
General applications and Systems/ Intelligent technologies,
Faculty of Applied Mathematic and Computer Science, Belarussian State University, Minsk,
Belarus
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