DocumentCode
1899426
Title
IMM-PF for increased performance for maneuvering target tracking
Author
Sabuncu, Murat ; Demirekler, Mübeccel
Author_Institution
Radar, Elektron. Harp ve Istihbarat Sistemleri, ASELSAN A.S., Ankara, Turkey
fYear
2011
fDate
20-22 April 2011
Firstpage
1044
Lastpage
1047
Abstract
In this study IMM-PF (Interacting Multiple Model - Particle Filter) algorithm has been developed in order to achieve increased performance for tracking maneuvering targets. Track lost rate and gate sizes are determined as the performance criteria. The developed algorithm has been compared with standard IMM algorithm. Effects of the number of particles on the performance is analysed.
Keywords
particle filtering (numerical methods); target tracking; IMM-PF algorithm; gate sizes; interacting multiple model-particle filter algorithm; maneuvering target tracking; track lost rate; Conferences; Particle filters; Radar tracking; Signal processing algorithms; Target tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on
Conference_Location
Antalya
Print_ISBN
978-1-4577-0462-8
Electronic_ISBN
978-1-4577-0461-1
Type
conf
DOI
10.1109/SIU.2011.5929833
Filename
5929833
Link To Document