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Volume 24 Issue 1
Jan.  2002
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Deng Xinpu, Zhou Yiyu. Simulating analysis on estimation error lower bound for single passive observer[J]. Journal of Electronics & Information Technology, 2002, 24(1): 54-59.
Citation: Deng Xinpu, Zhou Yiyu. Simulating analysis on estimation error lower bound for single passive observer[J]. Journal of Electronics & Information Technology, 2002, 24(1): 54-59.

Simulating analysis on estimation error lower bound for single passive observer

  • Received Date: 1999-12-28
  • Rev Recd Date: 2000-04-30
  • Publish Date: 2002-01-19
  • At certain measurement rate and error, the best estimation accuracy which may be achieved by single passive observer is decided by the velocity and trajectory and trajectory of the observer, independent of the estimation algorithm. In this paper, simulation experiments show the effects of measurement rate, error and observer velocity, trajectory on the error Cramer-Rao lower bounds of position estimate under two kinds of observer trajectories. Then the best Cramer-Rao lower bounds of three kinds of observer trajectories are compared. The experimental results are very useful for design of passive target tracking system.
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  • H.L. Van Trees, Detection, Estimation and Modulation Theory, Part I, New York, Wiley, 1968.66-72.[2]J.H. Taylor, The Cramer-Rao estimation lower bound computation for deterministic nonlinear systems, IEEE Trans. on Automatic Control, 1979, AC-24(2), 342-344.[3]S.E. Hammel, P. T. Liu, Optimal observer motion for localization with bearings measurements.Computers Math. Appl., 1989, 18(1-3), 171-180.[4]J.M. Passerieux, D. Van Cappel, Optimal observer maneuver for bearings-only tracking, IEEE Trans. on Aerosp. Electron. Syst., 1998, AES-34(3), 777-788.[5]邓新蒲,周一宇,无源定位的观测平台自适应运动分析,电子学报,2001,29(3),311-314.
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