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Interpolation based...
Interpolation based on stationary and adaptive AR(1) modeling
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- Johansson, Eija, 1982 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Ström, Marie, 1984 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Svensson, Lennart, 1976 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Viberg, Mats, 1961 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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(creator_code:org_t)
- ISBN 9781457705397
- 2011
- 2011
- English.
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In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. - 1520-6149. - 9781457705397 ; , s. 4052-4055
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Abstract
Subject headings
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- In this paper, we describe a minimal mean square error (MMSE) optimal interpolation filter for discrete random signals. We explicitly derive the interpolation filter for a first-order autoregressive process (AR(1)), and show that the filter depends only on the two adjacent points. The result is extended by developing an algorithm called local AR approximation (LARA), where a random signal is locally estimated as an AR(1) process. Experimental evaluation illustrates that LARA interpolation yields a lower mean square error than other common interpolation techniques, including linear, spline and local polynomial approximation (LPA).
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
Keyword
- Interpolation
- LMMSE estimation
- autoregressive modeling
- adaptive filtering
Publication and Content Type
- kon (subject category)
- ref (subject category)
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