The Possibilistic Correlation-Dependent Fusion Methods for Optical Detection

Rashwan S., Ismail M. A., Fouad S.

9th WSEAS International Conference on Signal Processing, Computational Geometry and Artificial Vision, Moscow, Rusya, 20 - 22 Ağustos 2009, ss.23-25 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Moscow
  • Basıldığı Ülke: Rusya
  • Sayfa Sayıları: ss.23-25
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

Multi sensor fusion is an important component of applications for systems that use correlated data from multiple sensors to determine the state of a system. As the state of the system being monitored and many sensors are affected by the environmental conditions changing with time, the multi sensor fusion requires a correlation-dependent approach. The behavior of this approach should vary according to the correlation parameter. In this paper, we compare our possibilistic correlation-dependent fusion approach (PCDF) with the possiblistic combiner Dempster-Shafer. We focus in this paper on the mathematical background of this approach so that it can be used in many useful applications.