H.B. Mitchell
Springer Berlin Heidelberg
0e druk, 2010
9783642090677
Multi-Sensor Data Fusion
An Introduction
Specificaties
Paperback, 282 blz.
|
Engels
Springer Berlin Heidelberg |
0e druk, 2010
ISBN13: 9783642090677
Rubricering
Levertijd ongeveer 8 werkdagen
Samenvatting
This textbook provides a comprehensive introduction to the theories and techniques of multi-sensor data fusion. It is aimed at advanced undergraduate and first-year graduate students in electrical engineering and computer science, as well as researchers and professional engineers. The book is intended to be self-contained. No previous knowledge of multi-sensor data fusion is assumed, although some familiarity with the basic tools of linear algebra, calculus and simple probability theory is recommended.
Specificaties
ISBN13:9783642090677
Taal:Engels
Bindwijze:paperback
Aantal pagina's:282
Uitgever:Springer Berlin Heidelberg
Druk:0
Inhoudsopgave
Basics.- Sensors.- Architecture.- Representation.- Common Representational Format.- Spatial Alignment.- Temporal Alignment.- Sensor Value Normalization.- Data Fusion.- Bayesian Inference.- Parameter Estimation.- Robust Statistics.- Sequential Bayesian Inference.- Bayesian Decision Theory.- Ensemble Learning.- Sensor Management.- Sensor Management.- Appendices.- Software Sources.- Sensor Management.