Bayesian prediction and adaptive sampling algorithms for mobile sensor networks : online environmental field reconstruction in space and time /: online environmental field reconstruction in space and time. ([2016])

• Record Type: Book
• Further Information: Note: Yunfei, Xu, Jongeun Choi, Sarat Dass, Tapabrata Maiti.
• Authors: Xu, Yunfei; Choi, Jongeun; Dass, Sarat Chandra; Maiti, Tapabrata
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2016
• Extent: 1 online resource (xii, 115 pages)
• Subjects: 681/.2; Engineering; Sensor networks; Bayesian statistical decision theory; TECHNOLOGY & ENGINEERING -- Technical & Manufacturing Industries & Trades; Bayesian statistical decision theory; Sensor networks; Mathematics -- Probability & Statistics -- General; Computers -- Intelligence (AI) & Semantics; Technology & Engineering -- Electronics -- General; Technology & Engineering -- Telecommunications; Probability & statistics; Artificial intelligence; Imaging systems & technology; Communications engineering / telecommunications; Statistics; Artificial intelligence; Telecommunication; Technology & Engineering -- Automation; Automatic control engineering; Electronic books
• Languages: English
• ISBNs: 9783319219219; 3319219219
• Related ISBNs: 9783319219202; 3319219200
• Notes: Note: Includes bibliographical references.; Note: Vendor-supplied metadata.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.