English | PDF,EPUB | 2021 | 175 Pages | ISBN : 3030682722 | 60.9 MB
This book studies the link between differential beamfog and differential equations which in turn enables the study of fundamental theory and methods of beamfog from a different perspective, leading to new insights into the problem and new methods to solve the problem.
The book first presents a brief overview of the problems and methods for beamfog and some performance measures popularly used either to evaluate beamformers or to derive optimal beamformers. Then, first-order, second-order, and general high-order linear difference equations are discussed, based on which the authors show how to formulate the beamfog problem and derive different beamfog methods, including fixed and adaptive ones. Furthermore, the authors show how to apply the theory of difference equations to the general problem of speech enhancement, and deduce a number of noise reduction filters, including the maximum SNR filter, the Wiener filter, the MVDR filter, etc. Also covered in the book are the difference equations and differential beamfog from the spectral graph perspective.
Presents basic concepts, fundamental principles, and methods for beamfog from the perspective of linear difference equations;
Provides formulation and methods of conventional beamfog, and first-order, second-order, and general high-order linear difference equations for beamfog;
Includes the applications of linear difference equations to the problem of noise reduction;
Explains beamfog based on difference equations with graphs.
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