A FAST AFFINE PROJECTION ALGORITHM BASED ON MATCHING PURSUIT

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SHAMS ESFANDABADI M.; MAHLOUJIFAR A.; MENHAJ M.B.; HADEI S.A.

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Journal: AMIRKABIR Year:2008 | Volume:18 | Issue:67-A (TOPICS IN: GROUPS OF ENGINEERING, ELECTRONIC, BIOMEDICAL, COMPUTER) Page(s): 11-23

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Information Journal Paper

Title

A FAST AFFINE PROJECTION ALGORITHM BASED ON MATCHING PURSUIT" WITH PARTIAL PARAMETERS ADJUSTMENT

Author(s)

SHAMS ESFANDABADI M. | MAHLOUJIFAR A. | MENHAJ M.B. | HADEI S.A. | Issue Writer Certificate

Keywords

ADAPTIVE FILTERQ3

MATCHING PURSUITQ3

ENERGY CONSERVATIONQ3

SYSTEM IDENTIFICATIONQ2

CONVERGENCE RATEQ2

COMPUTATIONAL COMPLEXITYQ3

STEADY-STATE MEAN SQUARE ERRORQ3

Abstract

ADAPTIVE FILTERing is an indispensable tool in a large number of signal processing applications. In this paper, a new ADAPTIVE FILTERing algorithm named fast affine projection algorithm based on MATCHING PURSUITs (MP) is presented. In this algorithm, one of the filter coefficients is suitably selected and updated iteratively. Another characteristic of the proposed algorithm is employing one or more MP-iterations at each time instant, in order to fulfill a suitable tradeoff between CONVERGENCE RATE and COMPUTATIONAL COMPLEXITY. The Performance of the proposed algorithm is fully studied through the ENERGY CONSERVATION analysis used in ADAPTIVE FILTERs and a general expression for the STEADY-STATE MEAN SQUARE ERROR is derived. The simulation results highlight better the out-performance of the proposed algorithm in terms of both CONVERGENCE RATE and STEADY-STATE MEAN SQUARE ERROR.

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APA: Copy

SHAMS ESFANDABADI, M., MAHLOUJIFAR, A., MENHAJ, M.B., & HADEI, S.A.. (2008). A FAST AFFINE PROJECTION ALGORITHM BASED ON MATCHING PURSUIT" WITH PARTIAL PARAMETERS ADJUSTMENT. AMIRKABIR, 18(67-A (TOPICS IN: GROUPS OF ENGINEERING, ELECTRONIC, BIOMEDICAL, COMPUTER)), 11-23. SID. https://sid.ir/paper/871/en

Vancouver: Copy

SHAMS ESFANDABADI M., MAHLOUJIFAR A., MENHAJ M.B., HADEI S.A.. A FAST AFFINE PROJECTION ALGORITHM BASED ON MATCHING PURSUIT" WITH PARTIAL PARAMETERS ADJUSTMENT. AMIRKABIR[Internet]. 2008;18(67-A (TOPICS IN: GROUPS OF ENGINEERING, ELECTRONIC, BIOMEDICAL, COMPUTER)):11-23. Available from: https://sid.ir/paper/871/en

IEEE: Copy

M. SHAMS ESFANDABADI, A. MAHLOUJIFAR, M.B. MENHAJ, and S.A. HADEI, “A FAST AFFINE PROJECTION ALGORITHM BASED ON MATCHING PURSUIT" WITH PARTIAL PARAMETERS ADJUSTMENT,” AMIRKABIR, vol. 18, no. 67-A (TOPICS IN: GROUPS OF ENGINEERING, ELECTRONIC, BIOMEDICAL, COMPUTER), pp. 11–23, 2008, [Online]. Available: https://sid.ir/paper/871/en

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