1.

Record Nr.

UNINA9910299718903321

Autore

Iyengar Sitharama S

Titolo

Mathematical Theories of Distributed Sensor Networks / / by Sitharama S. Iyengar, Kianoosh G. Boroojeni, N. Balakrishnan

Pubbl/distr/stampa

New York, NY : , : Springer New York : , : Imprint : Springer, , 2014

ISBN

1-4419-8420-8

Edizione

[1st ed. 2014.]

Descrizione fisica

1 online resource (163 p.)

Disciplina

004

004.6

620

621.382

Soggetti

Electrical engineering

Signal processing

Image processing

Speech processing systems

Computer communication systems

Computer mathematics

Communications Engineering, Networks

Signal, Image and Speech Processing

Computer Communication Networks

Computational Science and Engineering

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references.

Nota di contenuto

Introduction to Distributed Sensor Networks -- Region-Guarding Problem in 3-D Areas -- Expectation-Maximization For Acoustic Source Localization -- Coordinate-Free Coverage in Sensor Networks via Homology -- Coverage Assessment and Target Tracking in 3-D Domains -- A Stochastic Preserving Scheme of Location-Privacy.

Sommario/riassunto

Mathematical Theory of Distributed Sensor Networks demonstrates how mathematical theories can be used to provide distributed sensor modeling and to solve important problems such as coverage hole detection and repair. The book introduces the mathematical and computational structure by discussing what they are, their applications



and how they differ from traditional systems. The text also explains how mathematics are utilized to provide efficient techniques implementing effective coverage, deployment, transmission, data processing, signal processing, and data protection within distributed sensor networks. Finally, the authors discuss some important challenges facing mathematics to get more incite to the multidisciplinary area of distributed sensor networks.