3 accepted papers
We propose a modification of linear discriminant analysis, referred to as compressive regularized discriminant analysis (CRDA), for analysis of high-dimensional datasets. CRDA is especially designed for feature elimination purpose and can be used as gene selection method in microarray studies. CRDA…
Passive bistatic radar (PBR) systems use existing RF broad - 1 cast and communication signals in the environment for surveillance and tracking applications. GSM mobile com - 1 munication signal based PBR systems are suitable for short-range surveillance systems, but the low-bandwidth of the signal r…
A new noninvasive nearfield electromagnetic imaging (EMI) system for highly coherent and compressively sensed (CS) data at only few sensing positions is presented in this paper. Principal component analysis (PCA) in combination with spatial CS and background subtraction is implemented for the enhanc…