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Author:

Lian, Feng (Lian, Feng.) | Han, Chong-Zhao (Han, Chong-Zhao.) (Scholars:韩崇昭) | Peng, Yi-Feng (Peng, Yi-Feng.) | Liu, Yu (Liu, Yu.)

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Abstract:

In this paper, we propose an adaptive on-line registration algorithm based on generalized likelihood ratio (GLR) for airborne radars in bias jumps environment. The algorithm tests the measurement residual of the registration formula in order to decide and estimate the jumps of bias. The Monte Carlo results show that, comparing with traditional registration algorithm, the algorithm can estimate sensor bias effectively in bias jumps environment. And the estimation errors are reduced remarkably and are close to Cramer-Rao lower bound.

Keyword:

Bias estimation Cramer Rao lower bound Generalized likelihood ratio Jumps of bias Measurement residual Monte Carlo results Registration algorithms Sensor registration

Author Community:

  • [ 1 ] [Lian, Feng;Han, Chong-Zhao;Peng, Yi-Feng;Liu, Yu]School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China

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Source :

Kongzhi yu Juece/Control and Decision

ISSN: 1001-0920

Year: 2009

Issue: 1

Volume: 24

Page: 23-28

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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