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Item specifics
- Condition
- PublishedOn
- 2010-01-04
- Title
- Multi-Sensor Data Fusion with MATLAB
- ISBN
- 9781439800034
- EAN
- 9781439800034
- Subject Area
- Electrical Engineering
- Publication Name
- Multi-Sensor Data Fusion with Matlab (R)
- Publisher
- Taylor & Francis INC International Concepts
- Subject
- Engineering & Technology
- Publication Year
- 2009
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 229mm
- Item Width
- 152mm
- Item Weight
- 885g
- Number of Pages
- 568 Pages
About this product
Product Information
Using MATLAB(R) examples wherever possible, Multi-Sensor Data Fusion with MATLAB explores the three levels of multi-sensor data fusion (MSDF): kinematic-level fusion, including the theory of DF; fuzzy logic and decision fusion; and pixel- and feature-level image fusion. The authors elucidate DF strategies, algorithms, and performance evaluation mainly for aerospace applications, although the methods can also be applied to systems in other areas, such as biomedicine, military defense, and environmental engineering. After presenting several useful strategies and algorithms for DF and tracking performance, the book evaluates DF algorithms, software, and systems. It next covers fuzzy logic, fuzzy sets and their properties, fuzzy logic operators, fuzzy propositions/rule-based systems, an inference engine, and defuzzification methods. It develops a new MATLAB graphical user interface for evaluating fuzzy implication functions, before using fuzzy logic to estimate the unknown states of a dynamic system by processing sensor data. The book then employs principal component analysis, spatial frequency, and wavelet-based image fusion algorithms for the fusion of image data from sensors. It also presents procedures for combing tracks obtained from imaging sensor and ground-based radar. The final chapters discuss how DF is applied to mobile intelligent autonomous systems and intelligent monitoring systems. Fusing sensors' data can lead to numerous benefits in a system's performance. Through real-world examples and the evaluation of algorithmic results, this detailed book provides an understanding of MSDF concepts and methods from a practical point of view. Select MATLAB programs are available for download on www.crcpress.com
Product Identifiers
Publisher
Taylor & Francis INC International Concepts
ISBN-13
9781439800034
eBay Product ID (ePID)
90869601
Product Key Features
Subject Area
Electrical Engineering
Publication Name
Multi-Sensor Data Fusion with Matlab (R)
Format
Hardcover
Language
English
Subject
Engineering & Technology
Publication Year
2009
Type
Textbook
Number of Pages
568 Pages
Dimensions
Item Height
229mm
Item Width
152mm
Item Weight
885g
Additional Product Features
Country/Region of Manufacture
United States
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eBay item number:125432104654
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