2D maximum likelihood spectrum estimation using orthogonal 2D lattice filters


Kayran A. H.

ELECTRONICS LETTERS, cilt.32, sa.15, ss.1339-1340, 1996 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 32 Sayı: 15
  • Basım Tarihi: 1996
  • Doi Numarası: 10.1049/el:19960920
  • Dergi Adı: ELECTRONICS LETTERS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1339-1340
  • Anahtar Kelimeler: spectral analysis, lattice filters, maximum likelihood estimation
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

A new method to obtain the 2D ML spectrum estimation using recently developed orthogonal 2D lattice filters for AR modelling is reported. It is shown that the reciprocal of thr 2D ML estimate is equal to the average of the reciprocals of the AR spectra obtained from the unended orthogonal forward or backward prediction error filters in the 2D AR lattice structure.