Sparse representation of signals: from astrophysics to real-time data analysis for fusion plasmas and system optimization analysis for ITER and TCV

Testa D.; Carfantan H.; Albergante M.; Blanchard P.; Bourguignon S.; Fasoli A.; Goodyear A.; Klein A.; Lister J. B.; Panis T.

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Sparse representation of signals: from astrophysics to real-time data analysis for fusion plasmas and system optimization analysis for ITER and TCV

机译：信号的稀疏表示：从天体物理学到融合等离子体的实时数据分析以及ITER和TCV的系统优化分析

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摘要

Efficient, real-time and automated data analysis is one of the key elements for achieving scientific success in complex engineering and physical systems, two examples of which include the JET and ITER tokamaks.

机译：高效，实时和自动化的数据分析是在复杂的工程和物理系统中取得科学成功的关键要素之一，其中两个示例包括JET和ITER托卡马克。

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《Plasma physics and controlled fusion》 |2016年第12期|共44页
作者
Testa D.; Carfantan H.; Albergante M.; Blanchard P.; Bourguignon S.; Fasoli A.; Goodyear A.; Klein A.; Lister J. B.; Panis T.;
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正文语种 eng
中图分类等离子体物理学;
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sparse representation of signals; analysis of pulsation modes; irregular sampling;

机译：信号的稀疏表示;脉动模式分析;不规则采样;

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专利

1. Sparse representation of signals: from astrophysics to real-time data analysis for fusion plasmas and system optimization analysis for ITER and TCV [J] . Testa D., Carfantan H., Albergante M., Plasma physics and controlled fusion . 2016,第12期

机译：信号的稀疏表示：从天体物理学到融合等离子体的实时数据分析以及ITER和TCV的系统优化分析
2. Optimizing sparse representations for dataflow analysis [J] . Erik Ruf ACM SIGPLAN Notices: A Monthly Publication of the Special Interest Group on Programming Languages . 1995,第3期

机译：为数据流分析优化稀疏表示
3. Development of real-time plasma analysis and control algorithms for the TCV tokamak using Simulink [J] . F. Felici, H.B. Le, J.I. Paley, Fusion Engineering and Design . 2014,第3期

机译：使用Simulink开发TCV托卡马克实时血浆分析和控制算法
4. Optimization of Tritium Breeding and Shielding Analysis to Plasma in ITER Fusion Reactor [C] . Indah Rosidah M, Zaki Suud, Putranto Ilham Yazid International Conference on Mathematics and Natural Sciences . 2015

机译：近料融合反应堆血浆氚育种和屏蔽分析的优化
5. Topics in Harmonic Analysis, Sparse Representations, and Data Analysis [D] . Li, Weilin. 2018

机译：谐波分析，稀疏表示和数据分析中的主题
6. Statistical and Probabilistic Analysis. New Tools for Analysis and Representation: XS: An Analysis and Synthesis System for Linear Regression Constructed by Integrating a Graphical Statistical System a Relational Database System and an Expert System Shell [O] . R.S. Johannes, C. Hendricks Brown, Lynn E. Onstad 1989

机译：统计和概率分析。分析和表示的新工具：XS：通过集成图形统计系统关系数据库系统和专家系统外壳构建的线性回归分析和综合系统
7. Sparseness Theorems and Sparse Representation of Signals (Nonlinear Analysis and Convex Analysis) [O] . Georgiev Pando, Cichocki Andrzej 2004

机译：信号的稀疏定理和稀疏表示（非线性分析和凸分析）

Sparse representation of signals: from astrophysics to real-time data analysis for fusion plasmas and system optimization analysis for ITER and TCV

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