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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... orthonormal expansions on the rotation group and related mathematical objects such as the unit sphere in four dimensions. In Chapter 10 we present the theory behind Fourier analysis on the Euclidean motion groups (groups of rigid-body ...
... orthonormal eigenfunctions as y* = yi/\/C~i so that However, when a and b are finite, it is common. 1It is named after Jacques Charles Francois Sturm (1803-1855) and Joseph Liouville (1809-1882). 2See Appendix A for an explanation of the ...
... e 5, and sufficiently large B. Here || • || is shorthand for || * || 2 . When (y,i(jt)} is orthonormal and complete in C2{[a, b], w(x). STURM-LIOUVILLE EXPANSIONS AND RELATED TRANSFORMS 41 3.1.2 Completeness of Eigenfunctions.
... orthonormal and complete in C2{[a, b], w(x) dx), expanding and substituting Eq. (3.5) into the above expanded form of Eq. (3.6) yields Bessel's inequality As B—▻oo, this becomes Parseval's equality ParsevaFs equality holds for ...
... orthonormal polynomials will be band-limited with the same band-limit in every such system. The use of recurrence relations for the fast evaluation of a weighted sum of orthogonal polynomials has a long history (see [31, 32, 35, 36, 48 ...
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 |