By Martin Liggins II, David Hall, James Llinas
If you are or are within the info fusion box you need to have this book.
Expanded from the first version, this ebook retains and complements the chapters within the first booklet, but provides many very important new ones, particularly within the pragmatic implementation of knowledge fusion. you want to learn the bankruptcy via Dr. Steinberg on fusion purposes. i have used this publication and its predecessor as reference fabric for my dissertation! this can be very worthy analyzing and it's a great huge compilation written through the who is who within the fusion group.
You cannot say you are within the fusion box until you personal this book!!!
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Additional resources for Handbook of Multisensor Data Fusion: Theory and Practice, Second Edition (Electrical Engineering & Applied Signal Processing Series)
Downstream processing still cannot absolve upstream sins (or lack of attention to the data)—It is clear that we must do the best processing possible at every step of the fusion/inference process. , for feature-based identity processing. Failure to perform the appropriate data processing or failure to select and refine effective feature vectors cannot be overcome by choosing complex pattern recognition techniques. We simply must pay attention at every stage of the information chain, from energy detection to knowledge creation.
Knowledge is another loaded word in military and fusion parlance. Several defi nitions of data and information have been used over the years, such as information is data with context or information is data that is relevant over some definable period of time. Both of these provide useful distinctions (relevance, time, and context). In addition, the business community has developed a set of defi nitions that are practical: Data is a set of discrete, objective facts—often about events. Information is a message that is intended to inform someone.
Knowledge and understanding of the warfare mission area 4. Knowledge and understanding of the customer/user, his/her information needs, decision processes, etc. Although it is impossible for any individual to possess all the requisite knowledge and understanding, it is important to have it available to the process. In the past, this was accomplished by colocating as much of the expertise and resources as possible, the OIC being an excellent example. Modern information technology offers promising ways to accomplish colocation within a networked enterprise, and the potential impact of new information concepts on fusion will be a consistent theme throughout this chapter.