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

Preface
Classical Fourier Analysis
SturmLiouville Expansions Discrete Polynomial Transforms and Wavelets
xxvi
Statistical Pose Determination and Camera Calibration
14
Orthogonal Expansions in Curvilinear Coordinates
21
The Möbius Band
37
Rotations in Three Dimensions
56
RigidBody Motion
97
Image Analysis and Tomography
241
Stochastic Processes Estimation and Control
306
Rotational Brownian Motion and Diffusion
333
Statistical Mechanics of Macromolecules
66
Mechanics and Texture Analysis
97
A Computational Complexity Matrices and Polynomials
127
B Set Theory
136
Vector Spaces and Algebras
145

Group Theory
121
Harmonic Analysis on Groups
150
Representation Theory and Operational Calculus for SU2 and SO3
150
Harmonic Analysis on the Euclidean Motion Groups
166
Fast Fourier Transforms for Motion Groups
166
Robotics
190
Matrices
151
E Techniques from Mathematical Physics
161
F Variational Calculus
172
G Manifolds and Riemannian Metrics
180
Index
320
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Acerca del autor (2021)

Gregory S. Chirikjian and Alexander B. Kyatkin.

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