Engineering Applications of Noncommutative Harmonic Analysis

Engineering Applications of Noncommutative Harmonic Analysis

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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.The Euler parameters can be extracted from any rotation matrix A as 1 us = 30 + trace(A)); ll 1 = (132 - (123 4u.4 ll 2 = Cl 13 - Cl31 4u.4 ll 3 = Cl21 = (112 4u.4 [ where aij is the (i, j)th entry of A] so long as us # 0. In this special case, we have 2 2anbsp;...

Title:Engineering Applications of Noncommutative Harmonic Analysis
Author: Gregory S. Chirikjian, Alexander B. Kyatkin
Publisher:CRC Press - 2000-09-28

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