On enhancing classification performance by exploiting multiple scattering

Lawrence Carin, Bin Guo, Dehong Liu

Research output: Contribution to journalArticlepeer-review

Abstract

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.
Original languageEnglish (US)
JournalApplied Physics Letters
Volume93
Issue number25
DOIs
StatePublished - Dec 1 2008
Externally publishedYes

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