Efficient Spatial Prediction Using Gaussian Markov Random Fields Under Uncertain Localization

Volume 3: Renewable Energy Systems; Robotics; Robust Control; Single Track Vehicle Dynamics and Control; Stochastic Models, Control and Algorithms in Robotics; Structure Dynamics and Smart Structures; ◽

10.1115/dscc2012-movic2012-8596 ◽

2012 ◽

Cited By ~ 3

Author(s):

Mahdi Jadaliha ◽

Yunfei Xu ◽

Jongeun Choi

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Spatial Prediction ◽

Gaussian Markov Random Fields ◽

Markov Random

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Spatial prediction with mobile sensor networks using Gaussian processes with built-in Gaussian Markov random fields

Automatica ◽

10.1016/j.automatica.2012.05.029 ◽

2012 ◽

Vol 48 (8) ◽

pp. 1735-1740 ◽

Cited By ~ 19

Author(s):

Yunfei Xu ◽

Jongeun Choi

Keyword(s):

Sensor Networks ◽

Gaussian Processes ◽

Random Fields ◽

Markov Random Fields ◽

Mobile Sensor Networks ◽

Spatial Prediction ◽

Mobile Sensor ◽

Gaussian Markov Random Fields ◽

Markov Random

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Fully Bayesian simultaneous localization and spatial prediction using Gaussian Markov random fields (GMRFs)

2013 American Control Conference ◽

10.1109/acc.2013.6580547 ◽

2013 ◽

Cited By ~ 4

Author(s):

Mahdi Jadaliha ◽

Jongeun Choi

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Spatial Prediction ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Fully Bayesian

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Efficient Bayesian spatial prediction with mobile sensor networks using Gaussian Markov random fields

2012 American Control Conference (ACC) ◽

10.1109/acc.2012.6315013 ◽

2012 ◽

Author(s):

Yunfei Xu ◽

Jongeun Choi ◽

S. Dass ◽

T. Maiti

Keyword(s):

Sensor Networks ◽

Random Fields ◽

Markov Random Fields ◽

Mobile Sensor Networks ◽

Spatial Prediction ◽

Mobile Sensor ◽

Gaussian Markov Random Fields ◽

Markov Random

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Fully Bayesian Spatial Prediction Using Gaussian Markov Random Fields

Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks - SpringerBriefs in Electrical and Computer Engineering ◽

10.1007/978-3-319-21921-9_7 ◽

2015 ◽

pp. 91-106

Author(s):

Yunfei Xu ◽

Jongeun Choi ◽

Sarat Dass ◽

Tapabrata Maiti

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Spatial Prediction ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Fully Bayesian

Download Full-text

Efficient Bayesian spatial prediction with mobile sensor networks using Gaussian Markov random fields

Automatica ◽

10.1016/j.automatica.2013.09.008 ◽

2013 ◽

Vol 49 (12) ◽

pp. 3520-3530 ◽

Cited By ~ 26

Author(s):

Yunfei Xu ◽

Jongeun Choi ◽

Sarat Dass ◽

Tapabrata Maiti

Keyword(s):

Sensor Networks ◽

Random Fields ◽

Markov Random Fields ◽

Mobile Sensor Networks ◽

Spatial Prediction ◽

Mobile Sensor ◽

Gaussian Markov Random Fields ◽

Markov Random

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Sampling from Gaussian Markov random fields conditioned on linear constraints

ANZIAM Journal ◽

10.21914/anziamj.v48i0.131 ◽

2008 ◽

Vol 48 ◽

pp. 1041 ◽

Cited By ~ 3

Author(s):

Daniel Peter Simpson ◽

Ian W. Turner ◽

A. N. Pettitt

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Linear Constraints ◽

Gaussian Markov Random Fields ◽

Markov Random

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Maximum likelihood and restricted maximum likelihood estimation for a class of Gaussian Markov random fields

Metrika ◽

10.1007/s00184-009-0295-7 ◽

2009 ◽

Vol 74 (2) ◽

pp. 167-183 ◽

Cited By ~ 6

Author(s):

Victor De Oliveira ◽

Marco A. R. Ferreira

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Restricted Maximum Likelihood Estimation

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Adaptive Gaussian Markov random fields with applications in human brain mapping

Journal of the Royal Statistical Society Series C (Applied Statistics) ◽

10.1111/j.1467-9876.2007.00580.x ◽

2007 ◽

Vol 56 (3) ◽

pp. 327-345 ◽

Cited By ~ 21

Author(s):

A. Brezger ◽

L. Fahrmeir ◽

A. Hennerfeind

Keyword(s):

Human Brain ◽

Brain Mapping ◽

Random Fields ◽

Markov Random Fields ◽

Human Brain Mapping ◽

Gaussian Markov Random Fields ◽

Markov Random

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Rejoinder on: Some recent work on multivariate Gaussian Markov random fields

Test ◽

10.1007/s11749-018-0608-0 ◽

2018 ◽

Vol 27 (3) ◽

pp. 554-569 ◽

Cited By ~ 3

Author(s):

Ying C. MacNab

Keyword(s):

Recent Work ◽

Random Fields ◽

Markov Random Fields ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Multivariate Gaussian

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Comments on: Some recent work on multivariate Gaussian Markov random fields

Test ◽

10.1007/s11749-018-0609-z ◽

2018 ◽

Vol 27 (3) ◽

pp. 545-548

Author(s):

Stephan R. Sain ◽

Reinhard Furrer

Keyword(s):

Recent Work ◽

Random Fields ◽

Markov Random Fields ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Multivariate Gaussian

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