Nonlinear System Identification: Learning While Respecting Physical Models Using a Sequential Monte Carlo Method

IEEE Control Systems Magazine ◽

10.1109/mcs.2021.3122269 ◽

2022 ◽

Vol 42 (1) ◽

pp. 75-102

Author(s):

Anna Wigren ◽

Johan Wagberg ◽

Fredrik Lindsten ◽

Adrian G. Wills ◽

Thomas B. Schon

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

System Identification ◽

Nonlinear System ◽

Sequential Monte Carlo ◽

Nonlinear System Identification ◽

Physical Models ◽

Sequential Monte Carlo Method

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Novel Sequential Monte Carlo Method to Bearing Only Tracking

PIERS Online ◽

10.2529/piers060822082926 ◽

2006 ◽

Vol 2 (6) ◽

pp. 594-600 ◽

Author(s):

Hongquan Qu ◽

Shaohong Li

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Sequential Monte Carlo ◽

Sequential Monte Carlo Method

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A Sequential Monte Carlo Method for Real-time Tracking of Multiple Targets

10.21236/ada532576 ◽

2010 ◽

Author(s):

Scott T. Acton ◽

Bing Li

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Real Time ◽

Sequential Monte Carlo ◽

Multiple Targets ◽

Sequential Monte Carlo Method ◽

Real Time Tracking

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Time-varying noise compensation by sequential Monte Carlo method

IEEE Workshop on Automatic Speech Recognition and Understanding, 2001. ASRU '01. ◽

10.1109/asru.2001.1034613 ◽

2005 ◽

Author(s):

K. Yao ◽

S. Nakamura

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Sequential Monte Carlo ◽

Time Varying ◽

Sequential Monte Carlo Method ◽

Noise Compensation

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Sequential Monte Carlo method to assess the availability of power station layouts with generator circuit-breakers

Safety and Reliability of Complex Engineered Systems ◽

10.1201/b19094-237 ◽

2015 ◽

pp. 1825-1832

Author(s):

V Figliuzzi ◽

F Cadini ◽

E Zio ◽

M Palazzo

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Sequential Monte Carlo ◽

Circuit Breakers ◽

Power Station ◽

Sequential Monte Carlo Method ◽

Generator Circuit

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A Guided Sequential Monte Carlo Method for the Assimilation of Data into Stochastic Dynamical Systems

Recent Trends in Dynamical Systems - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-0348-0451-6_10 ◽

2013 ◽

pp. 205-220 ◽

Author(s):

Sebastian Reich

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Dynamical Systems ◽

Sequential Monte Carlo ◽

Stochastic Dynamical Systems ◽

Sequential Monte Carlo Method

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Statistical geometry of packing defects of lattice chain polymer from enumeration and sequential Monte Carlo method

The Journal of Chemical Physics ◽

10.1063/1.1493772 ◽

2002 ◽

Vol 117 (7) ◽

pp. 3511-3521 ◽

Author(s):

Jie Liang ◽

Jinfeng Zhang ◽

Rong Chen

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Sequential Monte Carlo ◽

Statistical Geometry ◽

Chain Polymer ◽

Sequential Monte Carlo Method ◽

Packing Defects

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Plume Source Localization on Enceladus by Sequential Monte Carlo Method

Journal of Spacecraft and Rockets ◽

10.2514/1.a34982 ◽

2021 ◽

pp. 1-10

Author(s):

Yue Sun ◽

Alex Ellery ◽

Xianlin Huang

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Source Localization ◽

Sequential Monte Carlo ◽

Sequential Monte Carlo Method

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Sequential Monte Carlo Method for Bayesian Multiple Testing of Pairwise Interactions among Large Number of Neurons

2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

10.1109/fskd.2018.8686862 ◽

2018 ◽

Author(s):

Bin Liu ◽

Giuseppe Vinci ◽

Adam C. Snyder ◽

Robert E. Kass

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Multiple Testing ◽

Sequential Monte Carlo ◽

Sequential Monte Carlo Method ◽

Pairwise Interactions

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Estimating RNA Loop Entropies Using a New Nucleobase Model and Sequential Monte Carlo Method

Chinese Physics Letters ◽

10.1088/0256-307x/28/8/088702 ◽

2011 ◽

Vol 28 (8) ◽

pp. 088702

Author(s):

Hui Lin ◽

Jian Zhang

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Sequential Monte Carlo ◽

Sequential Monte Carlo Method

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Ground bounce tracking for landmine detection using a sequential Monte Carlo method

10.1117/12.718462 ◽

2007 ◽

Author(s):

Li Tang ◽

Peter A. Torrione ◽

Cihat Eldeniz ◽

Leslie M. Collins

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Sequential Monte Carlo ◽

Landmine Detection ◽

Sequential Monte Carlo Method ◽

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