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two -dimensional recursive adaptive matching pursuit filter

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Year: 2005
Present: شفاهي
COI code: ACCSI11_210
Paper Language: English

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Authors two -dimensional recursive adaptive matching pursuit filter

  mohammad shams esfand abadi - department of electrical engineering shahid rajaee university
  ali mahlooji far - department of electrical engineering tarbiat modares university


in this paper a new two-dimensional 2-D adaptive filter algorithm is proposed . The algorithm is based on the matching pursuit technique and is characterized by optimally update only one filter coefficient in every iteration and optimally determining which coefficient to update . an efficient implementation of the algorithm is presented and its computational complexity is treated in detail. the proposed algorithm is illustrated and compared with the 2-D least mean squares LMS algorithm for the applications of image restoration and two -dimensional system identification.


adaptive filtering, least mean square, matching pursuit, image restoration, system identification

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COI code: ACCSI11_210

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esfand abadi, mohammad shams & ali mahlooji far, 2005, two -dimensional recursive adaptive matching pursuit filter, 11th Annual Conference of Computer Society of Iran, تهران, انجمن كامپيوتر ايران, مركز تحقيقات فيزيك نظري و مخابرات, the text, wherever referred to or an achievement of this article is mentioned, after mentioning the article, inside the parental, the following specifications are written.
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