Parameter estimation of state space models by recurrent neural networks

J.R. Raol

doi:10.1049/ip-cta:19951733

Parameter estimation of state space models by recurrent neural networks

IEE Proceedings - Control Theory and Applications ◽

10.1049/ip-cta:19951733 ◽

1995 ◽

Vol 142 (2) ◽

pp. 114-118 ◽

Cited By ~ 16

Author(s):

J.R. Raol

Keyword(s):

Neural Networks ◽

Parameter Estimation ◽

State Space ◽

Recurrent Neural Networks ◽

State Space Models

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Parameter Estimation Using a Modified Version of SPSA Algorithm Applied to State Space Models

IEEJ Transactions on Industry Applications ◽

10.1541/ieejias.129.1187 ◽

2009 ◽

Vol 129 (12) ◽

pp. 1187-1194 ◽

Cited By ~ 1

Author(s):

Jorge Ivan Medina Martinez ◽

Kazushi Nakano ◽

Kohji Higuchi

Keyword(s):

Parameter Estimation ◽

State Space ◽

State Space Models

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Sensitivity models for nonlinear filters with application to recursive parameter estimation for nonlinear state-space models

IEE Proceedings - Control Theory and Applications ◽

10.1049/ip-cta:20010235 ◽

2001 ◽

Vol 148 (2) ◽

pp. 137-145 ◽

Cited By ~ 9

Author(s):

C. Bohn ◽

H. Unbehauen

Keyword(s):

Parameter Estimation ◽

State Space ◽

Nonlinear Filters ◽

State Space Models ◽

Recursive Parameter Estimation ◽

Nonlinear State Space Models ◽

Nonlinear State

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Obtaining neural networks based state space models using time-lagged neurons

Proceedings of the International Conference on Control Applications ◽

10.1109/cca.2002.1038738 ◽

2003 ◽

Author(s):

F.N. Chowdhury ◽

N.K. Rao ◽

V. Siddhanti

Keyword(s):

Neural Networks ◽

State Space ◽

State Space Models ◽

Time Lagged

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Convolution particle filtering for parameter estimation in general state-space models

Proceedings of the 45th IEEE Conference on Decision and Control ◽

10.1109/cdc.2006.376751 ◽

2006 ◽

Cited By ~ 4

Author(s):

Fabien Campillo ◽

Vivien Rossi

Keyword(s):

Parameter Estimation ◽

State Space ◽

Particle Filtering ◽

State Space Models ◽

General State ◽

General State Space

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Learning State Space Trajectories in Recurrent Neural Networks: A preliminary Report

10.21236/ada219114 ◽

1988 ◽

Cited By ~ 34

Author(s):

Barak A. Pearlmutter

Keyword(s):

Neural Networks ◽

State Space ◽

Recurrent Neural Networks ◽

Preliminary Report ◽

Space Trajectories

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On-Line Parameter Estimation in General State-Space Models

Proceedings of the 44th IEEE Conference on Decision and Control ◽

10.1109/cdc.2005.1582177 ◽

2006 ◽

Cited By ~ 26

Author(s):

C. Andrieu ◽

A. Doucet ◽

V.B. Tadic

Keyword(s):

Parameter Estimation ◽

State Space ◽

State Space Models ◽

General State ◽

Line Parameter ◽

On Line ◽

General State Space

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A scenario-based approach to parameter estimation in state-space models having quantized output data

49th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2010.5717022 ◽

2010 ◽

Cited By ~ 3

Author(s):

Damian E. Marelli ◽

Boris I. Godoy ◽

Graham C. Goodwin

Keyword(s):

Parameter Estimation ◽

State Space ◽

State Space Models ◽

Output Data

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On the Bias of the SIR Filter in Parameter Estimation of the Dynamics Process of State Space Models

Distributed Computing and Artificial Intelligence, 12th International Conference - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-19638-1_10 ◽

2015 ◽

pp. 87-95

Author(s):

Tiancheng Li ◽

Sara Rodríguez ◽

Javier Bajo ◽

Juan M. Corchado ◽

Shudong Sun

Keyword(s):

Parameter Estimation ◽

State Space ◽

State Space Models ◽

Dynamics Process

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H-infinity parameter estimation for state-space models

Proceedings of the 2004 American Control Conference ◽

10.23919/acc.2004.1383896 ◽

2004 ◽

Cited By ~ 2

Author(s):

K. Kiriakidis ◽

R.T. O'Brien

Keyword(s):

Parameter Estimation ◽

State Space ◽

State Space Models ◽

H Infinity

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Freeway Travel Time Prediction with State-Space Neural Networks: Modeling State-Space Dynamics with Recurrent Neural Networks

Transportation Research Record Journal of the Transportation Research Board ◽

10.3141/1811-04 ◽

2002 ◽

Vol 1811 (1) ◽

pp. 30-39 ◽

Cited By ~ 104

Author(s):

J. W. C. van Lint ◽

S. P. Hoogendoorn ◽

H. J. van Zuylen

Keyword(s):

Neural Networks ◽

State Space ◽

Travel Time ◽

Recurrent Neural Networks ◽

Travel Time Prediction ◽

Time Prediction ◽

Space Dynamics

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