Linear Estimation in Interconnected Sensor Systems With Information Constraints

By Marc Reinhardt

A ubiquitous challenge in many technical applications is to estimate an unknown state by means of data that stems from several, often heterogeneous sensor sources. In this book, information is interpreted stochastically, and techniques for the distributed processing of data are derived that minimize the error of estimates about the unknown state. Methods for the reconstruction of dependencies are proposed and novel approaches for the distributed processing of noisy data are developed.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

• Format: Hardcover
• Language: English
• ISBN: 1013281179
• ISBN13: 9781013281174
• Release Date: October 2020
• Publisher: Saint Philip Street Press
• Length: 256 Pages
• Weight: 1.95 lbs.
• Dimensions: 0.6" x 8.5" x 11.0"