Schemes for Bidirectional Modeling of Discrete Stationary Sources

Yu J.; Verdu S.

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Schemes for Bidirectional Modeling of Discrete Stationary Sources

机译：离散平稳源的双向建模方案

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We develop adaptive schemes for bidirectional modeling of unknown discrete stationary sources. These algorithms can be applied to statistical inference problems such as noncausal universal discrete denoising that exploit bidirectional dependencies. Efficient algorithms for constructing those models are developed and we compare their performance to that of the DUDE algorithm for universal discrete denoising

机译：我们开发了用于未知离散固定源的双向建模的自适应方案。这些算法可以应用于统计推断问题，例如利用双向依赖性的非因果通用离散降噪。开发了构建这些模型的有效算法，我们将其性能与用于通用离散降噪的DUDE算法的性能进行了比较

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《IEEE Transactions on Information Theory》 |2006年第2006期|p.4789-4807|共19页
作者
Yu J.; Verdu S.;
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正文语种 eng
中图分类无线电电子学、电信技术;
关键词
adaptive filters; adaptive systems; discrete systems; signal denoising; source coding; statistical analysis; adaptive scheme; bidirectional modeling; discrete stationary source; statistical inference problem; universal discrete denoising; Bidirectional modeling; dis;

机译：自适应滤波器;自适应系统;离散系统;信号去噪;源编码;统计分析;自适应方案;双向建模;离散固定源;统计推断问题;通用离散降噪;双向建模;diss;

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机译：Roe方案具有源术语原始离散化的Roo-Break over Rodible床的数值模型
2. Comment on 'An Efficient and Stable Hydrodynamic Model With Novel Source Term Discretization Schemes for Overland Flow and Flood Simulations' by Xilin Xia et al. [J] . Lu Xinhua, Mao Bing, Dong Bingjiang Water resources research . 2018,第1期

机译：Xilin Xia等人的评论“一种有效的，稳定的水动力模型，该模型具有新颖的用于陆流和洪水模拟的源项离散化方案”。
3. Reply to Comment by Lu et al. on 'An Efficient and Stable Hydrodynamic Model With Novel Source Term Discretization Schemes for Overland Flow and Flood Simulations' [J] . Xia Xilin, Liang Qiuhua, Ming Xiaodong, Water resources research . 2018,第1期

机译：回复Lu等人的评论。关于“具有新颖来源项离散化方案的高效稳定水动力模型，用于陆上洪水和洪水模拟”
4. Dynamic modeling of a bidirectional DC/DC interleaved converter working in discontinuous mode for stationary and traction supercapacitor applications [C] . Carpita Mauro, De Vivo Michael, Gavin Serge 2012 21st International Symposium on Power Electronics, Electrical Drives, Automation and Motion . 2012

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5. Bidirectional modeling of finite-alphabet sources. [D] . Yu, Jiming. 2007

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6. Approximate Bayesian computation schemes for parameter inference of discrete stochastic models using simulated likelihood density [O] . Qianqian Wu, Kate Smith-Miles, Tianhai Tian 2014

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7. Schemes for Bi-Directional Modeling of Discrete Stationary Sources [O] . Jiming Yu et al. 2005

机译：离散平稳源的双向建模方案

Schemes for Bidirectional Modeling of Discrete Stationary Sources

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