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Networked Sensing Information and Control

  • Venkatesh Saligrama

Table of contents

  1. Front Matter
    Pages I-XV
  2. Blind Localization

    1. R. Rangarajan, R. Raich, A. O. Hero III
      Pages 39-60
  3. Distributed Computation over Unreliable Communication Networks

    1. Wee Peng Tay, John N. Tsitsiklis
      Pages 73-92
    2. Lei Ying, R. Srikant, Geir E. Dullerud
      Pages 93-114
    3. Alexandros G. Dimakis, Kannan Ramchandran
      Pages 115-134
  4. Rate Constrained Field Reconstruction

    1. Ye Wang, Nan Ma, Manqi Zhao, Prakash Ishwar, Venkatesh Saligrama
      Pages 137-158
    2. David L. Neuhoff, S. Sandeep Pradhan
      Pages 159-196
  5. Dynamics & Control over Communication Networks

    1. Venkatesh Saligrama, David A. Castañón
      Pages 245-265
    2. Jason A. Fuemmeler, Venugopal V. Veeravalli
      Pages 267-287
    3. Anurag Ganguli, Jorge Cortés, Francesco Bullo
      Pages 289-305
  6. Back Matter
    Pages 307-311

About this book

Introduction

In recent years, there has been significant interest and advances in developing systematic techniques to synthesize interactive and reconfigurable distributed sensing systems that are capable of performing effective inferencing and control tasks under overall resource constraints. Networked Sensing Information and Control is a collection of papers which present broad trends in the mathematical aspects of networked sensing, information, and control.

Recent advances in sensor and computing technologies have provided the impetus for deploying distributed sensing systems, which could find applications in building safety, environmental monitoring, power systems, manufacturing, national security, and space exploration. This technology is in the early stages of development consequently a number of issues need to addressed for successful realization of distributed sensing systems. This book takes a system-level perspective, presents some of the main mathematical problems and offers design solutions. The book is organized around four major themes:

  • Blind Localization
  • Distributed Computation over Unreliable Communication Networks
  • Rate Constrained Field Reconstruction
  • Dynamics and Control over Communication Networks

Written by leading researchers and engineers, Networked Sensing Information and Control includes motivating examples from specific domains such as national defense and environmental monitoring, but also provides fundamental theory and methods which are applicable to a wide range of networked sensing applications.

Keywords

Internet Session coding communication detection information information system information theory monitor organization power systems signal processing speech processing uncertainty wireless sensor networks

Editors and affiliations

  • Venkatesh Saligrama
    • 1
  1. 1.Boston UniversityBostonUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-0-387-68845-9
  • Copyright Information Springer-Verlag US 2008
  • Publisher Name Springer, Boston, MA
  • eBook Packages Engineering
  • Print ISBN 978-0-387-68843-5
  • Online ISBN 978-0-387-68845-9
  • Buy this book on publisher's site