Method estimating reflection coefficients of adaptive lattice filter and its application to system identification
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- Fujii Kensaku
- Department of Computer Engineering, University of Hyogo
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- Tanaka Masaaki
- Department of Computer Engineering, University of Hyogo
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- Sasaoka Naoto
- Faculty of Engineering, Tottori University
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- Itoh Yoshio
- Faculty of Engineering, Tottori University
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説明
In this paper, we propose a method of estimating the reflection coefficients of an adaptive lattice filter. In this method, conventional adaptive algorithms, for example, the normalized least mean square (NLMS) algorithm, are used for the estimation. In general, the reflection coefficients are estimated as cross-correlation coefficients between forward and backward prediction errors in each stage of the adaptive lattice filter. Accordingly, two divisions in each stage, and effectively doubling the number of stages, are required. A problem is that the processing cost of division is higher than that of multiplication, especially in cheap digital signal processors (DSPs). Hence, the reduction of the number of divisions is strongly desired in practical use. The proposed technique can decrease the number of divisions to one, provided that the NLMS algorithm is used. Moreover, in the application of the adaptive lattice filter, system identification is also important. In this paper, we present a technique for the application. The technique is derived from the proposed method.
収録刊行物
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- Acoustical Science and Technology
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Acoustical Science and Technology 28 (2), 98-104, 2007
一般社団法人 日本音響学会
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詳細情報 詳細情報について
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- CRID
- 1390282680065416448
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- NII論文ID
- 110006224417
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- NII書誌ID
- AA11501808
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- ISSN
- 13475177
- 03694232
- 13463969
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- NDL書誌ID
- 8663986
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- 本文言語コード
- en
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- データソース種別
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- JaLC
- NDL
- Crossref
- NDL-Digital
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可