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A realization of 2-D adaptive filters using affine projection algorithm

โœ Scribed by Mitsuji Muneyasu; Takao Hinamoto; Hideyuki Yagi

Publisher
Elsevier Science
Year
1998
Tongue
English
Weight
334 KB
Volume
335
Category
Article
ISSN
0016-0032

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โœฆ Synopsis

This paper proposes a realization (~/ two-dimensional (2-D) adaptive finite impulse re.v~onse (FIR)filters using affine projection method. The convergence properO~ (?/ the proposed algorithm is superior to that of the 2-D least mean square (LMS) and normalized LMS (NLMS) algorithms. This alqorithm has properties that lie hetween those qf NLMS and reeursive least squares (RLS) algorithms. The concergence qf this filter can be proved. The generali:ation q[ the proposed al.qorithm is also discussed. To illustrate the utility (~[ the proposed technique, this filter is applied to the 2-D system ident ([ication. (

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