Quantum-Mechanical Signal Processing and Spectral Analysis by Dzevad Belkic

By Dzevad Belkic

Quantum-Mechanical sign Processing and Spectral research describes the unconventional software of quantum mechanical how you can sign processing throughout various interdisciplinary learn fields. Conventionally, sign processing is seen as an engineering self-discipline with its personal particular scope, equipment, matters and priorities, now not frequently encompassing quantum mechanics. in spite of the fact that, the dynamics of structures that generate time signs may be effectively defined via the overall rules and strategies of quantum physics, specially in the Schrödinger framework. so much time signs which are measured experimentally are mathematically such as quantum-mechanical auto-correlation services equipped from the evolution operator and wavefunctions. This truth permits us to use the wealthy conceptual ideas and mathematical equipment of quantum mechanics to sign processing.

Among the prime quantum-mechanical sign processing tools, this e-book emphasizes the position of Pade approximant and the Lanczos set of rules, highlighting the most important merits in their mix. those equipment are rigorously integrated inside a unified framework of scattering and spectroscopy, constructing an algorithmic energy that may be exported to different disciplines. the newness of the author's method of key sign processing difficulties, the harmonic inversion and the instant challenge, is in constructing the Pade approximant and Lanczos set of rules as fullyyt algerbraic spectral estimators. this can be of paramount theoretical and sensible value, as now spectral research should be conducted from closed analytical expressions. This overrides the infamous mathematical ill-conditioning issues of round-off error that plague inverse reconstructions in these fields that rely on sign processing.

Quantum-Mechanical sign Processing and Spectral research can be a useful source for researchers occupied with sign processing throughout a variety of disciplines.

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Extra resources for Quantum-Mechanical Signal Processing and Spectral Analysis

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Cs+n−1 Copyright © 2005 IOP Publishing Ltd. 14) Equivalence: auto-correlation functions and time signals 35 and its determinant Hn (cs ) = det Hn (cs ) = cs cs+1 cs+2 .. cs+1 cs+2 cs+3 .. cs+2 cs+3 cs+4 .. cs+n−1 cs+n cs+n+1 ··· ··· ··· .. ··· cs+n−1 cs+n cs+n+1 .. 15) cs+2n−2 n−1 where U(s) = {U(s) n i, j }i, j =0 . 14). The matrix Hn (cs ) is called the Hankel matrix [222]. 14) is named the data matrix. 15), which is associated with matrix Hn (cs ) is called the Hankel determinant [83, 87, 223].

7) n=0 where {γn } are the unknown constant expansion coefficients. We say that the function c(t) belongs to the space L m (C)(m = 2, 3, 4, . ) if the following two conditions are fulfilled: (i) the Lebesgue–Stieltjes integral C |c(t)|m dσ (t) exists where dσ (t) is a distribution function which is also known as the Lebesgue measure, and if (ii) the contour C includes all the singularities of c(t). In the case of a real variable t defined on the segment [a, b] of the real axis {C : [a, b]} with the continuously differentiable function σ (t) = W (t), the measure dσ (t) becomes equal to W (t)dt in which case the Lebesgue–Stieltjes integral reduces b to the ordinary Riemann integral a |c(t)|m W (t)dt where c(t) ∈ L m (a, b).

The main postulate of quantum mechanics is that the whole information of a general system under study is contained in the total wavefunctions {|ϒk )}. This is known as completeness of the quantum-mechanical description of phenomena in nature. 5), since ˆ is assumed to carry the whole Copyright © 2005 IOP Publishing Ltd. 26 The time-independent Schr¨odinger equation information of the investigated object. 6) k=1 where πˆ k is the projection operator and δk,k is the Kronecker δ-symbol δk,k = δkk = 1 0 k =k k = k.

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