Distributed fusion filter for systems with multiplicative noise


Garcia-Ligero M. J., Hermoso-Carazo A., Linares-Perez J.

9th WSEAS International Conference on Signal Processing, Computational Geometry and Artificial Vision, Moscow, Rusya, 20 - 22 Ağustos 2009, ss.41-42 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Moscow
  • Basıldığı Ülke: Rusya
  • Sayfa Sayıları: ss.41-42
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

The estimation problem of a degraded image from observations acquired from multiple sensors is addressed when the degradations of the image are modeled by white multiplicative and additive noises. Assuming the image model is unknown, we derive the distributed filtering algorithm using the information provided by the covariance functions of the processes involved in the measurement equation.