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On the convergence speed of nonlinear least-squares IIR adaptive filter

✍ Scribed by Kim, H.J.; Un, C.K.


Book ID
119781836
Publisher
IEEE
Year
1988
Tongue
English
Weight
199 KB
Volume
76
Category
Article
ISSN
0018-9219

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This paper proposes a method for realizing twodimensional (2-D) adaptive filters by applying a onedimensional (1-D) recursive least squares (RLS) algorithm. First, by applying a 1-D RLS algorithm along horimntal and vertical directions, a novel 2-D adaptive algorithm is developed. It is shown that t