Multi-Sensor Data Fusion An Introduction /

• Κύριος συγγραφέας: Mitchell, H.B (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Θέματα: Engineering.; Computers.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Control engineering.; Robotics.; Mechatronics.; Electronics.; Microelectronics.; Electrical engineering.; Communications Engineering, Networks.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Electronics and Microelectronics, Instrumentation.; Information Systems and Communication Service.; Control, Robotics, Mechatronics.

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 intend...

Πίνακας περιεχομένων:

• 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.