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Adaptive Filters

Posted By: AvaxGenius

Date: 8 Oct 2022 12:57:23

Adaptive Filters by Ali H. Sayed
English | PDF | 2007 | 815 Pages | ISBN : 0470253886 | 40.6 MB

Adaptive filtering is a topic of immense practical and theoretical value, having applications in areas ranging from digital and wireless communications to biomedical systems. This book enables readers to gain a gradual and solid introduction to the subject, its applications to a variety of topical problems, existing limitations, and extensions of current theories. The book consists of eleven parts?each part containing a series of focused lectures and ending with bibliographic comments, problems, and computer projects with MATLAB solutions.

Science Adaptive Filters MATLAB MATLAB solutions Random Variables Linear Algebra Complex Gradients Scalar-Valued Data Vector-Valued Data Computer Projects Normal Equations Orthogonality Principle Linear Models Kalman Filter Transient Behavior LMS Algorithm Normalized LMS Algorithm Affine Projection Algorithm RLS Algorithm Energy Conservation NLMS Nonstationary Environments Tracking Performance Weighted Energy Conservation Gaussian Regressors Normalized Filters Kalman Filtering Angle Preservation QR Algorithms Algorithms Hyperbolic Rotations Fast Array Algorithm Estimation Problems Lattice Filter Algorithms Array Lattice Filters Robust Adaptive Filters Robustness Robustness Properties

"Kalman Filter: Engineering Applications" ed. by Yuri V. Kim

Adaptive Filters