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Distributed network structure estimation using consensus methods /

Bibliographic Details
Main Authors: Zhang, Sai (Electrical engineering student) (Author), Banavar, Mahesh K. (Author), Spanias, Andreas (Author), Tepedelenlioğlu, Cihan (Author)
Corporate Author: Morgan & Claypool Publishers
Format: eBook
Language:English
Published: San Rafael, California (1537 Fourth Street, 1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool Publishers, [2018]
Series:Synthesis digital library of engineering and computer science.
Synthesis lectures on communications ; #13.
Subjects:
Electronic data processing > Distributed processing.
Wireless sensor networks.
Internet-of-Things (IoT)
diffusion adaptation
node counting
wireless sensor networks
Electronic books.
Online Access:Connect to the full text of this electronic book (PDF)
Table of Contents:
  • 1. Introduction
  • 1.1. Wireless sensor networks
  • 1.2. Applications
  • 1.3. Consensus methods in distributed WSNs
  • 1.4. Network structure estimation
  • 1.5. Organization of the book
  • 2. Review of consensus and network structure estimation
  • 2.1. Graph representation of distributed WSNs
  • 2.2. Review of consensus algorithms
  • 2.3. Review of network structure estimation
  • 3. Distributed node counting in WSNs
  • 3.1. System model
  • 3.2. Distributed node counting based on L2 norm estimation
  • 3.3. Performance analysis
  • 3.4. Simulation results
  • 4. Noncentralized estimation of degree distribution
  • 4.1. System model
  • 4.2. Consensus-based degree distribution estimation
  • 4.3. Estimation of degree matrix
  • 4.4. Performance analysis
  • 4.5. Simulations
  • 5. Network center and coverage region estimation
  • 5.1. System model
  • 5.2. Estimation of network center and radius
  • 5.3. Performance analysis
  • 5.4. Simulations
  • 5.5. Discussion : global data structure estimation
  • 6. Conclusions
  • A. Notation.