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检索条件"主题词=normalized algorithm"
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A new normalized stochastic approximation algorithm using a time-shift parameter
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ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE 1995年 第8期78卷 41-51页
作者: Okamura, A Kirimoto, T Kondo, M Electro-Optics & Microwave Systems Laboratory Mitsubishi Electric Corporation Kamakura Japan 247 Members
This paper proposes a stochastic approximation adaptive algorithm aiming at a fast convergence speed, where the step size. is normalized by the instantaneous power \\x(k)\\(2) of the input signal and a constant time s... 详细信息
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THE PERFORMANCE OF THE HYBRID LMS ADAPTIVE algorithm
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SIGNAL PROCESSING 1995年 第1期44卷 67-88页
作者: CHERN, SJ HORNG, JC WONG, KM Institute of Electrical Engineering National Sun Yat-Sen University Kaohsiung 80424 Taiwan ROC Department of Electrical and Computer Engineering and Communication Research Laboratory McMaster University Ont. Hamilton Canada
The hybrid least mean square (HLMS) adaptive filter is a filter with an adaptation algorithm that is a combination of the conventional LMS algorithm and the normalized LMS (NLMS) algorithm. In this paper, the performa... 详细信息
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Variants of Non-Negative Least-Mean-Square algorithm and Convergence Analysis
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IEEE TRANSACTIONS ON SIGNAL PROCESSING 2014年 第15期62卷 3990-4005页
作者: Chen, Jie Richard, Cedric Bermudez, Jose-Carlos M. Honeine, Paul Univ Nice Sophia Antipolis CNRS Cote dAzur Observ F-06108 Nice 2 France Univ Fed Santa Catarina Dept Elect Engn BR-88040900 Florianopolis SC Brazil Univ Technol Troyes CNRS Inst Charles Delaunay F-10010 Troyes France
Due to the inherent physical characteristics of systems under investigation, non-negativity is one of the most interesting constraints that can usually be imposed on the parameters to estimate. The Non-Negative Least-... 详细信息
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