Mathematical Theories of Distributed Sensor Networks

• Main Authors: Iyengar, Sitharama S. (Author), Boroojeni, Kianoosh G. (Author), Balakrishnan, N. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2014.
• Subjects: Engineering.; Computer communication systems.; Computer mathematics.; Electrical engineering.; Communications Engineering, Networks.; Signal, Image and Speech Processing.; Computer Communication Networks.; Computational Science and Engineering.

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...

Table of Contents:

• 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.