DocumentCode
772160
Title
An interacting multiple model approach for target tracking with glint noise
Author
Daeipour, E. ; Bar-Shalom, Y.
Author_Institution
Dept. of Electr. & Syst. Eng., Connecticut Univ., Storrs, CT, USA
Volume
31
Issue
2
fYear
1995
fDate
4/1/1995 12:00:00 AM
Firstpage
706
Lastpage
715
Abstract
The application of the interacting multiple model (IMM) estimation approach to the problem of target tracking when the measurements are perturbed by glint noise is considered. The IMM is a very effective approach when the system has discrete uncertainties in the dynamic or measurement model as well as continuous uncertainties. It is shown that this method performs better than the "score function" method. It is also shown that the IMM method performs robustly when the exact prior information of the glint noise is not available.<>
Keywords
Monte Carlo methods; estimation theory; radar interference; radar tracking; target tracking; continuous uncertainties; discrete uncertainties; glint noise; interacting multiple model; score function; simulation; target tracking; Convolution; Filters; Gaussian noise; Noise measurement; Noise robustness; Radar antennas; Radar tracking; State estimation; Target tracking; Working environment noise;
fLanguage
English
Journal_Title
Aerospace and Electronic Systems, IEEE Transactions on
Publisher
ieee
ISSN
0018-9251
Type
jour
DOI
10.1109/7.381918
Filename
381918
Link To Document