Engineering Applications of Noncommutative Harmonic Analysis: With Emphasis on Rotation and Motion GroupsCRC Press, 2021 M02 25 - 674 páginas First published in 2001. The classical Fourier transform is one of the most widely used mathematical tools in engineering. However, few engineers know that extensions of harmonic analysis to functions on groups holds great potential for solving problems in robotics, image analysis, mechanics, and other areas. For those that may be aware of its potential value, there is still no place they can turn to for a clear presentation of the background they need to apply the concept to engineering problems. |
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... ....................................419 13.1.1 Method for Pattern Recognition......................................................... 13.1.2 Application of the FFT on SE(2) to the Correlation M ethod......................
... method for generating approximate solutions where the singularity associated with division by zero is “smoothed out.” One popular method is zeroth order Tikhonov regularization [15]. In this method, one seeks a solution to the modified ...
... methods. The interested reader is referred to [2, 3, 25, 30] for further reading. 2.4. Fourier. Optics. In this section, we review how the behavior of light in some situations is described naturally using the Fourier transform, and ...
... method for computing Fourier transforms (see, for example, [20]). 2.5. Discrete. and. Fast. Fourier. Transforms. Many physical phenomena are approximated well as being continuous, and the Fourier transform is a natural tool to model or aid ...
... methods. Namely, the discrete convolution of evenly sampled band-limited functions on the circle yields exactly the same result as first convolving these functions, and then sampling. To begin, consider band-limited functions of the ...
Contenido
1 | |
15 | |
39 | |
4 Orthogonal Expansions in Curvilinear Coordinates | 81 |
5 Rotations in Three Dimensions | 111 |
6 RigidBody Motion | 149 |
7 Group Theory | 187 |
8 Harmonic Analysis on Groups | 239 |
15 Stochastic Processes Estimation and Control | 485 |
16 Rotational Brownian Motion and Diffusion | 515 |
17 Statistical Mechanics of Macromolecules | 545 |
18 Mechanics and Texture Analysis | 579 |
A Computational Complexity Matrices and Polynomials | 607 |
B Set Theory | 615 |
C Vector Spaces and Algebras | 623 |
D Matrices | 627 |
9 Representation Theory and Operational Calculus for SU2 and SO3 | 281 |
10 Harmonic Analysis on the Euclidean Motion Groups | 321 |
11 Fast Fourier Transforms for Motion Groups | 353 |
12 Robotics | 379 |
13 Image Analysis and Tomography | 419 |
14 Statistical Pose Determination and Cam era Calibration | 455 |
E Techniques from Mathematical Physics | 635 |
F Variational Calculus | 645 |
G Manifolds and Riemannian Metrics | 651 |
References | 655 |
Index | 659 |
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Engineering Applications of Noncommutative Harmonic Analysis: With Emphasis ... Gregory S. Chirikjian,Alexander B. Kyatkin Sin vista previa disponible - 2021 |