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检索条件"主题词=Set-membership algorithms"
8 条 记 录,以下是1-10 订阅
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Sparsity-Aware set-membership Adaptive algorithms with Adjustable Penalties  22
Sparsity-Aware Set-Membership Adaptive Algorithms with Adjus...
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2017 22nd International Conference on Digital Signal Processing (DSP)
作者: Flores, Andre de Lamare, Rodrigo C. Pontificia Univ Catolica Rio de Janeiro Ctr Telecommun Studies CETUC Rio de Janeiro Brazil Univ York Dept Elect Engn York N Yorkshire England
In this paper, we propose sparsity-aware data-selective adaptive filtering algorithms with adjustable penalties. Prior work incorporates a penalty function into the cost function used in the optimization that originat... 详细信息
来源: 评论
set-membership adaptive kernel NLMS algorithms: Design and analysis
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SIGNAL PROCESSING 2019年 154卷 1-14页
作者: Flores, Andre de Lamare, Rodrigo C. Pontificia Univ Catolica Rio de Janeiro Ctr Telecommun Studies CETUC Rio de Janeiro Brazil Univ York Dept Elect Engn York N Yorkshire England
In the last decade, a considerable research effort has been devoted to developing adaptive algorithms based on kernel functions. One of the main features of these algorithms is that they form a family of universal app... 详细信息
来源: 评论
set-membership KERNEL ADAPTIVE algorithms
SET-MEMBERSHIP KERNEL ADAPTIVE ALGORITHMS
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Flores, Andre de Lamare, Rodrigo C. Pontificia Univ Catolica Rio de Janeiro CETUC Rio De Janeiro Brazil Univ York Dept Elect York N Yorkshire England
Adaptive algorithms based on kernel structures have been a topic of significant research over the past few years. The main advantage is that they form a family of universal approximators, offering an elegant solution ... 详细信息
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set-membership kernel adaptive algorithms
Set-membership kernel adaptive algorithms
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IEEE International Conference on Acoustics, Speech and Signal Processing
作者: Andre Flores Rodrigo C. de Lamare CETUC Pontifical Catholic University of Rio de Janeiro Brazil
Adaptive algorithms based on kernel structures have been a topic of significant research over the past few years. The main advantage is that they form a family of universal approximators, offering an elegant solution ... 详细信息
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Robust set-membership Affine-Projection Adaptive-Filtering Algorithm
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IEEE TRANSACTIONS ON SIGNAL PROCESSING 2012年 第1期60卷 73-81页
作者: Bhotto, Md. Zulfiquar Ali Antoniou, Andreas Univ Victoria Dept Elect & Comp Engn Victoria BC V8W 3P6 Canada
An improved set-membership affine-projection (AP) adaptive-filtering algorithm is proposed. The new algorithm uses two error bounds that are estimated during the learning phase and by this means significantly reduced ... 详细信息
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Transient Analysis of the set-membership LMS Algorithm
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IEEE COMMUNICATIONS LETTERS 2021年 第4期25卷 1298-1302页
作者: Siqueira, Newton N. Ferreira, Tiago P. Resende, Leonardo C. Pimenta, Rodrigo M. S. Haddad, Diego B. Petraglia, Mariane R. CEFET RJ BR-26041271 Nova Iguacu Brazil PUC RJ BR-22541041 Rio De Janeiro Brazil IFRJ BR-26600000 Paracambi Brazil CEFET RJ BR-20271110 Maracana Brazil CEFET RJ BR-25620003 Petropolis RJ Brazil Univ Fed Rio de Janeiro Programa Engn Elect COPPE BR-21941901 Rio de Janeiro Brazil
Adaptive filtering algorithms, which adopt the set-membership strategy, are able to attain good steady-state performance with low computational burden. In general, such advantages are obtained by defining a bounded-er... 详细信息
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set-membership Proportionate NSAF Algorithm with Individual Activation Factors  3
Set-Membership Proportionate NSAF Algorithm with Individual ...
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3rd IEEE International Conference on Computer and Communications (ICCC)
作者: Dong, Yinxia Zheng, Zongsheng Guiyang Vocat & Tech Coll Dept Rail Transportat Guiyang Guizhou Peoples R China Southwest Jiaotong Univ Sch Elect Engn Chengdu Sichuan Peoples R China
This paper presents a new set-membership proportionate normalized subband adaptive filter (SM-PNSAF) algorithm, named IAF-SM-PNSAF algorithm, by assigning an individual-activation-factor for each filter coefficient in... 详细信息
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A Family of Shrinkage Adaptive-Filtering algorithms
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IEEE TRANSACTIONS ON SIGNAL PROCESSING 2013年 第7期61卷 1689-1697页
作者: Bhotto, Md. Zulfiquar Ali Antoniou, Andreas Univ Victoria Dept Elect & Comp Engn Victoria BC V8W 3P6 Canada
A family of adaptive-filtering algorithms that uses a variable step size is proposed. A variable step size is obtained by minimizing the energy of the noise-free a posteriori error signal which is obtained by using a ... 详细信息
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