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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... mathematics , image analysis , and the conformational statistics of macromolecules . Dr. Chirikjian received a Ph.D. in applied mechanics from the California Institute of Technology in 1992. Since then , he has been on the faculty of ...
... mathematics . Thus we present concepts in a heavily coordinate - dependent way without sacrificing the rigorous ... mathematical concept of a group . Even among the minority of engineers familiar with the group concept , it is rare ...
... mathematical objects such as the unit sphere in four dimensions. In Chapter 10 we present the theory behind Fourier ... mathematics textbooks and research monographs). Chapter 11 develops a fast Fourier transform for the motion ...
... 3D “Discrete” Motion Grou ps............................................366 11.5.1 Mathematical Formulation....................................................................................367 11.5.2 Computational Complexity........
... Properties for Purely Kinematical M odels..................................562 17.5.1 The Mathematical Formulation............................................................................ 17.5.2 Generating from /i\ and /z/+i . ........
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 |