The Resource Event-Based State Estimation : A Stochastic Perspective, by Dawei Shi, Ling Shi, Tongwen Chen, (electronic resource)

Event-Based State Estimation : A Stochastic Perspective, by Dawei Shi, Ling Shi, Tongwen Chen, (electronic resource)

Label
Event-Based State Estimation : A Stochastic Perspective
Title
Event-Based State Estimation
Title remainder
A Stochastic Perspective
Statement of responsibility
by Dawei Shi, Ling Shi, Tongwen Chen
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
This book explores event-based estimation problems. It shows how several stochastic approaches are developed to maintain estimation performance when sensors perform their updates at slower rates only when needed. The self-contained presentation makes this book suitable for readers with no more than a basic knowledge of probability analysis, matrix algebra and linear systems. The introduction and literature review provide information, while the main content deals with estimation problems from four distinct angles in a stochastic setting, using numerous illustrative examples and comparisons. The text elucidates both theoretical developments and their applications, and is rounded out by a review of open problems. This book is a valuable resource for researchers and students who wish to expand their knowledge and work in the area of event-triggered systems. At the same time, engineers and practitioners in industrial process control will benefit from the event-triggering technique that reduces communication costs and improves energy efficiency in wireless automation applications.
Member of
http://library.link/vocab/creatorName
Shi, Dawei
Image bit depth
0
LC call number
TJ212-225
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Shi, Ling.
  • Chen, Tongwen.
  • SpringerLink
Series statement
Studies in Systems, Decision and Control,
Series volume
41
http://library.link/vocab/subjectName
  • Engineering
  • System theory
  • Probabilities
  • Control engineering
  • Power electronics
  • Engineering
  • Control
  • Probability Theory and Stochastic Processes
  • Power Electronics, Electrical Machines and Networks
  • Systems Theory, Control
Label
Event-Based State Estimation : A Stochastic Perspective, by Dawei Shi, Ling Shi, Tongwen Chen, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Linear Gaussian Systems and Event-Based State Estimation -- Event-Triggered Sampling -- Approximate Optimal Filtering Approaches -- Constrained Optimization Approach -- Set-Valued Filtering Approach -- Probabilistic Approach -- Communications Rate Analysis -- Open Problems -- Appendices: Brief Review of Probability Theory; Linear Estimation Theory
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XIII, 208 p. 37 illus., 32 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319266060
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-26606-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-26606-0
Label
Event-Based State Estimation : A Stochastic Perspective, by Dawei Shi, Ling Shi, Tongwen Chen, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Linear Gaussian Systems and Event-Based State Estimation -- Event-Triggered Sampling -- Approximate Optimal Filtering Approaches -- Constrained Optimization Approach -- Set-Valued Filtering Approach -- Probabilistic Approach -- Communications Rate Analysis -- Open Problems -- Appendices: Brief Review of Probability Theory; Linear Estimation Theory
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XIII, 208 p. 37 illus., 32 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319266060
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-26606-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-26606-0

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