On enhancing classification performance by exploiting multiple scattering


Journal Article

Using concepts developed in the fields of compressive sensing and random-projection-based embeddings, we consider classification of an object situated within a complex propagation environment. We demonstrate that propagation through such an environment may be exploited to enhance classification performance, analogous to the enhanced resolution in time-reversal techniques. The theory is demonstrated using rf measurements. © 2008 American Institute of Physics.

Full Text

Duke Authors

Cited Authors

  • Carin, L; Guo, B; Liu, D

Published Date

  • December 1, 2008

Published In

Volume / Issue

  • 93 / 25

International Standard Serial Number (ISSN)

  • 0003-6951

Digital Object Identifier (DOI)

  • 10.1063/1.3054334

Citation Source

  • Scopus