Bayesian prediction and adaptive sampling algorithms for mobile sensor networks : online environmental field reconstruction in space and time / Yunfei Xu, Jongeun Choi, Sarat Dass, Tapabrata Maiti.
Tipo de material:
TextoSeries SpringerBriefs in Electrical and Computer EngineeringEditor: Cham : Springer International Publishing : Springer, 2016Edición: 1st ed. 2016Descripción: xii, 115 páginas : 43 ilustraciones, 41 ilustraciones en colorTipo de contenido: - texto
- computadora
- recurso en línea
- 9783319219219
- TJ210.2-211.495
Contenidos:
Introduction -- Preliminaries -- Learning the Covariance Function -- Prediction with Known Covariance Function -- Fully Bayesian Approach -- Gaussian Process with Built-in Gaussian Markov Random Fields -- Bayesian Spatial Prediction Using Gaussian Markov Random Fields -- Conclusion.
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Introduction -- Preliminaries -- Learning the Covariance Function -- Prediction with Known Covariance Function -- Fully Bayesian Approach -- Gaussian Process with Built-in Gaussian Markov Random Fields -- Bayesian Spatial Prediction Using Gaussian Markov Random Fields -- Conclusion.
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