The Resource Wireless sensor networks : distributed consensus estimation, Cailian Chen, Shanying Zhu, Xinping Guan, Xuemin (Sherman) Shen

Wireless sensor networks : distributed consensus estimation, Cailian Chen, Shanying Zhu, Xinping Guan, Xuemin (Sherman) Shen

Label
Wireless sensor networks : distributed consensus estimation
Title
Wireless sensor networks
Title remainder
distributed consensus estimation
Statement of responsibility
Cailian Chen, Shanying Zhu, Xinping Guan, Xuemin (Sherman) Shen
Contributor
Author
Subject
Genre
Language
eng
Summary
This SpringerBrief evaluates the cooperative effort of sensor nodes to accomplish high-level tasks with sensing, data processing and communication. The metrics of network-wide convergence, unbiasedness, consistency and optimality are discussed through network topology, distributed estimation algorithms and consensus strategy. Systematic analysis reveals that proper deployment of sensor nodes and a small number of low-cost relays (without sensing function) can speed up the information fusion and thus improve the estimation capability of wireless sensor networks (WSNs). This brief also investigates the spatial distribution of sensor nodes and basic scalable estimation algorithms, the consensus-based estimation capability for a class of relay assisted sensor networks with asymmetric communication topology, and the problem of filter design for mobile target tracking over WSNs. From the system perspective, the network topology is closely related to the capability and efficiency of network-wide scalable distributed estimation. Wireless Sensor Networks: Distributed Consensus Estimation is a valuable resource for researchers and professionals working in wireless communications, networks and distributed computing. Advanced-level students studying computer science and electrical engineering will also find the content helpful
Member of
Cataloging source
N$T
Dewey number
004.6
Illustrations
illustrations
Index
no index present
LC call number
TK7872.D48
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1958-
http://library.link/vocab/relatedWorkOrContributorName
  • Chen, Cailian
  • Zhu, Shanying
  • Guan, Xinping
  • Shen, X.
Series statement
SpringerBriefs in Computer Science,
http://library.link/vocab/subjectName
  • Wireless sensor networks
  • Estimation theory
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • Estimation theory
  • Wireless sensor networks
  • Computer Science
  • Information Systems Applications (incl. Internet)
  • Computer Communication Networks
Label
Wireless sensor networks : distributed consensus estimation, Cailian Chen, Shanying Zhu, Xinping Guan, Xuemin (Sherman) Shen
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-12379-0
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Distributed Consensus Estimation of Wireless Sensor Networks -- Consensus Based Distributed Parameter Estimation with Asymmetric Communications -- Consensus Based Optimal Target Tracking in Relay Assisted Wireless Sensor Networks -- Node Deployment for Distributed Consensus Estimation -- Conclusions and Future Work
Dimensions
unknown
Extent
1 online resource (ix, 89 pages)
File format
unknown
Form of item
online
Isbn
9783319123783
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-12379-0
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)898125754
  • (OCoLC)ocn898125754
Label
Wireless sensor networks : distributed consensus estimation, Cailian Chen, Shanying Zhu, Xinping Guan, Xuemin (Sherman) Shen
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-12379-0
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Distributed Consensus Estimation of Wireless Sensor Networks -- Consensus Based Distributed Parameter Estimation with Asymmetric Communications -- Consensus Based Optimal Target Tracking in Relay Assisted Wireless Sensor Networks -- Node Deployment for Distributed Consensus Estimation -- Conclusions and Future Work
Dimensions
unknown
Extent
1 online resource (ix, 89 pages)
File format
unknown
Form of item
online
Isbn
9783319123783
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-12379-0
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)898125754
  • (OCoLC)ocn898125754

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