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Filtering approach based on generalized oblique projection operators under different contaminating noises

  • Harbin Institute of Technology Weihai
  • School of Electronics and Information Engineering, Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

Conventional oblique projection (COP) filter concentrates on white background noise, whereas the colored noise often shows in real circumstances. Through extending the concept of COP, a generalized oblique projection (GOP) operator is defined and a minimized interference constrained generalized oblique projection (MIGOP) filter technique which can be used in both white and colored noise scenarios is proposed. The filtering operator under different contaminating noises is unified and the relationship between the proposed MIGOP filter and some other kind of oblique projection filtering approaches is also researched. The theoretical analysis is verified by numerical simulations and the effectiveness of the proposed GOP filters is proved in both white and colored noise backgrounds.

Original languageEnglish
Pages (from-to)713-719
Number of pages7
JournalXi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
Volume35
Issue number4
DOIs
StatePublished - Apr 2013
Externally publishedYes

Keywords

  • Colored noise
  • Filtering
  • Interference suppression
  • Linearly constrained minimum variance (LCMV)
  • Oblique projection

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