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Adaptive Filtering and Change Detection by F.Gustafsson
Adaptive Filtering and Change Detection by F.Gustafsson
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A subset of digital signal processing known as adaptive filtering allows for the selective augmentation of desired signal components and the decrease of undesirable components. The fundamental technique in defect identification and diagnosis is change detection, another type of adaptive filtering for non-stationary data.
The unusual perspective used in this work is that change detection is a logical progression from adaptive filtering, and the extensive coverage includes both the mathematical techniques required for both adaptive filtering and change detection as well as the technological implementations. Aircraft, automobiles, communication systems, signal processing, and automated control issues are only a few examples of real technical applications presented. This book is a useful resource that combines material that would otherwise only be available from different sources thanks to the innovative blending of theory and practical applications.
* Complete coverage includes several examples and case studies to clarify the concepts and demonstrate what is possible.
* Integrates the fundamental mathematical techniques with applications to aeronautical, automobile, and communications systems in a unique way.
* An accompanying Matlab toolbox that is accessible online illustrates the key concepts and allows readers to simulate all the featured graphics and numerical examples
Salepage : Adaptive Filtering and Change Detection by F.Gustafsson
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