Engineering Applications of Noncommutative Harmonic Analysis: With Emphasis on Rotation and Motion Groups

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CRC 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.

Engineering Applications of Noncommutative Harmonic Analysis brings this powerful tool to the engineering world. Written specifically for engineers and computer scientists, it offers a practical treatment of harmonic analysis in the context of particular Lie groups (rotation and Euclidean motion). It presents only a limited number of proofs, focusing instead on providing a review of the fundamental mathematical results unknown to most engineers and detailed discussions of specific applications.

Advances in pure mathematics can lead to very tangible advances in engineering, but only if they are available and accessible to engineers. Engineering Applications of Noncommutative Harmonic Analysis provides the means for adding this valuable and effective technique to the engineer's toolbox.

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Contenido

1 Introduction and Overview of Applications
1
2 Classical Fourier Analysis
15
3 SturmLiouville Expansions Discrete Polynomial Transforms and Wavelets
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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Acerca del autor (2021)

Gregory S. Chirikjian and Alexander B. Kyatkin.

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