DocumentCode
1157304
Title
Adaptive turn rate estimation using range rate measurements
Author
Xianghui Yuan ; Chongzhao Han ; Zhansheng Duan ; Ming Lei
Author_Institution
Inst. of Synthetic Autom., Xi´an Jiaotong Univ.
Volume
42
Issue
4
fYear
2006
fDate
10/1/2006 12:00:00 AM
Firstpage
1532
Lastpage
1541
Abstract
The coordinated turn (CT) model is often used to track maneuvering target which performs CT motion. The key point to the successful use of this model is to determine the turn rate parameter. A new method to estimate the turn rate by using radar range-rate measurements is presented. First, four possible turn rates can be achieved with the range-rate measurements. Second, the minimum turn rate and its opposite value are chosen to be the possible turn rates. Finally, an interacting multiple model (IMM) algorithm with one constant velocity (CV) model and two CT models is designed to track the maneuvering target which performs uniform and ct motions. Monte-Carlo simulation results show that this algorithm is not only better than equivalent noise approach in tracking performance, but also better than the conventional IMM algorithm with the adaptive turn rate model. Further simulations show that the algorithm is robust with the accuracy of the range-rate measurements
Keywords
Monte Carlo methods; distance measurement; estimation theory; radar tracking; target tracking; Monte-Carlo simulation; adaptive turn rate estimation; constant velocity model; coordinated turn model; coordinated turn motion; interacting multiple model; maneuvering target tracking; radar range rate measurements; Acceleration; Filters; Motion detection; Motion measurement; Noise level; Performance evaluation; Radar tracking; Recursive estimation; State estimation; Target tracking;
fLanguage
English
Journal_Title
Aerospace and Electronic Systems, IEEE Transactions on
Publisher
ieee
ISSN
0018-9251
Type
jour
DOI
10.1109/TAES.2006.314594
Filename
4108007
Link To Document