APPLICATION OF RLS METHOD IN ADAPTIVE ESTIMATION OF 2-D SYSTEMS PARAMETERS

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MADADI A.; SHAFIEE M.; GHASEMI KIANI N.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Journal: AMIRKABIR Year:2007 | Volume:18 | Issue:66-A Page(s): 1-10

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Information Journal Paper

Title

APPLICATION OF RLS METHOD IN ADAPTIVE ESTIMATION OF 2-D SYSTEMS PARAMETERS

Author(s)

MADADI A. | SHAFIEE M. | | GHASEMI KIANI N. | Issue Writer Certificate

Keywords

TWO-DIMENSIONAL SYSTEMSQ3

ADAPTIVE PARAMETER ESTIMATIONQ3

RLS METHODQ3

WAVE ADVANCED MODELQ3

Abstract

This paper considers the problem of 2-D ADAPTIVE PARAMETER ESTIMATION in a general case; when both of the 2-D space coordinates are possibly unbounded. The problem is formulated via 1-D WAVE ADVANCED MODEL. By this manner, our 2-D problem is converted to a 1-D problem, which adaptively estimate the WAVE ADVANCED MODEL parameters. Utilizing the Recursive Least Square (RLS), method an adaptive algorithm is obtained for estimating the WAVE ADVANCED MODEL parameters and consequently for estimating the 2-D systems parameters. The convergence of presented scheme is proved and its convergence rate is analyzed. The computer simulation results are included to illustrate effectiveness of the proposed procedure.

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APA: Copy

MADADI, A., SHAFIEE, M., & GHASEMI KIANI, N.. (2007). APPLICATION OF RLS METHOD IN ADAPTIVE ESTIMATION OF 2-D SYSTEMS PARAMETERS. AMIRKABIR, 18(66-A), 1-10. SID. https://sid.ir/paper/1077/en

Vancouver: Copy

MADADI A., SHAFIEE M., GHASEMI KIANI N.. APPLICATION OF RLS METHOD IN ADAPTIVE ESTIMATION OF 2-D SYSTEMS PARAMETERS. AMIRKABIR[Internet]. 2007;18(66-A):1-10. Available from: https://sid.ir/paper/1077/en

IEEE: Copy

A. MADADI, M. SHAFIEE, and N. GHASEMI KIANI, “APPLICATION OF RLS METHOD IN ADAPTIVE ESTIMATION OF 2-D SYSTEMS PARAMETERS,” AMIRKABIR, vol. 18, no. 66-A, pp. 1–10, 2007, [Online]. Available: https://sid.ir/paper/1077/en

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