Method and apparatus for estimating state parameter in...

Data processing: structural design – modeling – simulation – and em – Modeling by mathematical expression

Reexamination Certificate

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

C700S029000, C700S022000, C700S038000, C700S044000, C706S014000, C706S033000, C708S300000

Reexamination Certificate

active

07031890

ABSTRACT:
A method and apparatus for estimating a state parameter in a nonlinear discrete time system are provided. The method for estimating a state parameter has the steps of (a) predicting a state parameter at a current time using an estimated state parameter at a previous time and a system dynamics; and (b) estimating an optimal state parameter at the current time from the state parameter predicted in the step (a) and a system output parameter measured at the current time, using a geometric data fusion method. Since the method and apparatus for estimating a state parameter have an excellent estimation performance particularly when nonlinearity is great or the error in an estimated initial value is big, the method and apparatus solve many problems, which cannot be solved by the conventional extended Kalman filter, and more improve the performance of estimating a state parameter, by analyzing the system characteristic and then appropriately utilizing constraints such as the operation range of the state parameter.

REFERENCES:
patent: 5627768 (1997-05-01), Uhlmann et al.
patent: 6484131 (2002-11-01), Amorai-Moriya et al.
patent: 6502061 (2002-12-01), Segawa
Julier et al, “A new extension of the Kalman filter to nonlinear systems”, Proceedings of the 11th SPIE International Symposium on Aerospace/Defense Sensing, Simulation, and Controls, pp. 182-193, International Society for Optical Engineering, Apr. 1997.
Maksarov et al, “State Bounding with Minimal Volume Ellipsoids”, UKACC International Conference in CONTROL '96, Sep. 2-5, 1996.
Welch et al., An Introduction to the Kalman Filter. TR 95-041, Dept. of Computer Science, U. of N.C. at Chapel Hill, Feb. 8, 2001, pp. 1-16.
Maybeck, Peter S.,Stochastic Models, Estimation, and Control, Academic Press, New York, NY, 1979. vol. 1, Chap. 1, pp. 1-14.

LandOfFree

Say what you really think

Search LandOfFree.com for the USA inventors and patents. Rate them and share your experience with other people.

Rating

Method and apparatus for estimating state parameter in... does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Method and apparatus for estimating state parameter in..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Method and apparatus for estimating state parameter in... will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-3612333

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.