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Tracking and Sensor Data Fusion

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Author :
Release : 2013-09-20
Genre : Technology & Engineering
Kind : eBook
Book Rating : 717/5 ( reviews)

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Book Synopsis Tracking and Sensor Data Fusion by : Wolfgang Koch

Download or read book Tracking and Sensor Data Fusion written by Wolfgang Koch. This book was released on 2013-09-20. Available in PDF, EPUB and Kindle. Book excerpt: Sensor Data Fusion is the process of combining incomplete and imperfect pieces of mutually complementary sensor information in such a way that a better understanding of an underlying real-world phenomenon is achieved. Typically, this insight is either unobtainable otherwise or a fusion result exceeds what can be produced from a single sensor output in accuracy, reliability, or cost. This book provides an introduction Sensor Data Fusion, as an information technology as well as a branch of engineering science and informatics. Part I presents a coherent methodological framework, thus providing the prerequisites for discussing selected applications in Part II of the book. The presentation mirrors the author's views on the subject and emphasizes his own contributions to the development of particular aspects. With some delay, Sensor Data Fusion is likely to develop along lines similar to the evolution of another modern key technology whose origin is in the military domain, the Internet. It is the author's firm conviction that until now, scientists and engineers have only scratched the surface of the vast range of opportunities for research, engineering, and product development that still waits to be explored: the Internet of the Sensors.

Sensor and Data Fusion

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Author :
Release : 2004
Genre : Technology & Engineering
Kind : eBook
Book Rating : 355/5 ( reviews)

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Book Synopsis Sensor and Data Fusion by : Lawrence A. Klein

Download or read book Sensor and Data Fusion written by Lawrence A. Klein. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt: This book illustrates the benefits of sensor fusion by considering the characteristics of infrared, microwave, and millimeter-wave sensors, including the influence of the atmosphere on their performance. Applications that benefit from this technology include: vehicular traffic management, remote sensing, target classification and tracking- weather forecasting- military and homeland defense. Covering data fusion algorithms in detail, Klein includes a summary of the information required to implement each of the algorithms discussed, and outlines system application scenarios that may limit sensor size but that require high resolution data.

Tracking and Data Fusion

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Author :
Release : 2011
Genre : Algorithms
Kind : eBook
Book Rating : 278/5 ( reviews)

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Book Synopsis Tracking and Data Fusion by : Yaakov Bar-Shalom

Download or read book Tracking and Data Fusion written by Yaakov Bar-Shalom. This book was released on 2011. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-Sensor Data Fusion

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Author :
Release : 2007-07-13
Genre : Technology & Engineering
Kind : eBook
Book Rating : 592/5 ( reviews)

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Book Synopsis Multi-Sensor Data Fusion by : H.B. Mitchell

Download or read book Multi-Sensor Data Fusion written by H.B. Mitchell. This book was released on 2007-07-13. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multi-Sensor Data Fusion with MATLAB

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Release : 2009-12-16
Genre : Technology & Engineering
Kind : eBook
Book Rating : 057/5 ( reviews)

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Book Synopsis Multi-Sensor Data Fusion with MATLAB by : Jitendra R. Raol

Download or read book Multi-Sensor Data Fusion with MATLAB written by Jitendra R. Raol. This book was released on 2009-12-16. Available in PDF, EPUB and Kindle. Book excerpt: Using MATLAB 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

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