Current research applies optimization theory to problems in digital
filter design. Areas of expertise include FIR and IIR digital filter
design, wavelet approximation, signal and image processing, and optimization
theory.
Relevant Courses
Digital Signal and Image Processing, Wavelet Theory, Radar Signal Processing,
Real and Functional Analysis, Statistical Detection and Estimation,
Numerical Linear Algebra, Information and Coding Theory, Optimization
Theory, Linear and Nonlinear Programming.
Work Experience
Shell Exploration and Production Company (SEPCO), New Orleans, Louisiana.
Post Graduate Intern, Seismic Data Processing group (June 2001,
Aug. 2001)
Perform research on principal component analysis and its application
to wavelet extraction from seismic data and data denoising.
R. A. Vargas, "On the Properties of the Karhunen-Loeve Transform
and its Application to Wavelet Extraction in Seismic Processing,"
internal report, Shell Exploration and Production Co., New Orleans,
Louisiana (August 2001).
R. A. Vargas and C. S. Burrus, "On the Design of Lp IIR Filters
with Arbitrary Frequency Bands," International Conference on
Acoustics, Speech and Signal Processing (ICASSP), Salt Lake City,
Utah (May 2001).
R. A. Vargas, "On the Steiglitz-McBride algorithm and the Design
of Optimal Lp IIR Digital Filters," SACNAS National Conference,
Atlanta, Georgia (October 2000).
R. A. Vargas, "On the Design of Lp FIR Digital Filters,"
SIAM Annual Meeting, San Juan, Puerto Rico (July 2000).
R. A. Vargas and C. S. Burrus, "Adaptive Iterative Reweighted
Least Squares Design of Lp FIR Filters," Proc. ICASSP, vol. 3,
Signal Processing Theory and Methods, pp. 1129-32, 1999.
R. A. Vargas, Comparison of Interpolation Methods for ISAR Imaging,
Master's Thesis, University of Texas at El Paso, El Paso, TX, August
1997.
R. A. Vargas and B. C. Flores, "Comparison of Interpolation
Methods for ISAR Imaging," Proc. SPIE, vol. 3161, Radar Processing,
Technology, and Applications II, pp. 48-59, 1997.
M. Unzueta, B. C. Flores and R. A. Vargas, "Two-dimensional
Polar Format Algorithm for High-quality Radar Image Formation,"
Proc. SPIE, vol. 2845, Radar Processing, Technology, and Applications,
pp. 151-162, 1996.