A new neural network approach to the target tracking problem with smart structure


Caylar S., Leblebicioglu K. , Dural G.

RADIO SCIENCE, cilt.41, 2006 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 41 Konu: 5
  • Basım Tarihi: 2006
  • Doi Numarası: 10.1029/2005rs003301
  • Dergi Adı: RADIO SCIENCE

Özet

[1] A modified neural network - based algorithm ( modified neural multiple-source tracking algorithm (MN-MUST)) is proposed for real-time multiple-source tracking problem. The proposed approach reduced the input size of the neural network without any degradation of the accuracy of the system for uncorrelated sources. In addition, a spatial filtering stage that considerably improves the performance of the system is proposed to be inserted. It is observed that the MN-MUST algorithm provides an accurate and efficient solution to the target-tracking problem in real time.