DocumentCode :
2266334
Title :
An adaptive α-β tracking filter in mixed coordinate system
Author :
Lu-ping, Xu ; Zhi, Chen ; Zhao Ya-e
Author_Institution :
Xidian Univ., Xi´´an, China
fYear :
2001
fDate :
2001
Firstpage :
1154
Lastpage :
1158
Abstract :
Due to the complexity of some algorithms for maneuvering target tracking, an adaptive α-β tracking filter in a mixed coordinate system to track a maneuvering target is introduced. Because the position of constant velocity targets is no longer a linear function of time in a polar system, the pseudo-acceleration is introduced which result in the expense of complexity for α-β tracking filters. In this paper the target model and prediction are given in a rectangular coordinate system, and an adaptive α-β tracking filter is completed in a polar system. The simulation results show that this algorithm requires much lower computational load than the common algorithms such as the IE, VD, and IMM algorithms, while yielding the same accuracy as those
Keywords :
adaptive filters; adaptive signal processing; prediction theory; radar tracking; target tracking; tracking filters; IE algorithm; IMM algorithm; Monte Carlo simulation results; VD algorithm; adaptive α-β tracking filter; algorithm complexity; computational load; constant velocity targets; maneuvering target tracking; mixed coordinate system; polar system; pseudo-acceleration; radar system measurement model; rectangular coordinate system; target model; target prediction; Acceleration; Adaptive filters; Adaptive systems; Computational modeling; Coordinate measuring machines; Noise measurement; Nonlinear equations; Nonlinear filters; Predictive models; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar, 2001 CIE International Conference on, Proceedings
Conference_Location :
Beijing
Print_ISBN :
0-7803-7000-7
Type :
conf
DOI :
10.1109/ICR.2001.984915
Filename :
984915
Link To Document :
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