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mathematical analysis Analysis is the branch of mathematics dealing with continuous functions, limit (mathematics), limits, and related theories, such as Derivative, differentiation, Integral, integration, measure (mathematics), measure, infinite sequences, series ( ...
, more precisely in microlocal analysis, the wave front (set) WF(''f'') characterizes the singularities of a
generalized function In mathematics, generalized functions are objects extending the notion of functions on real or complex numbers. There is more than one recognized theory, for example the theory of distributions. Generalized functions are especially useful for tr ...
''f'', not only in
space Space is a three-dimensional continuum containing positions and directions. In classical physics, physical space is often conceived in three linear dimensions. Modern physicists usually consider it, with time, to be part of a boundless ...
, but also with respect to its
Fourier transform In mathematics, the Fourier transform (FT) is an integral transform that takes a function as input then outputs another function that describes the extent to which various frequencies are present in the original function. The output of the tr ...
at each point. The term "wave front" was coined by Lars Hörmander around 1970.


Introduction

In more familiar terms, WF(''f'') tells not only ''where'' the function ''f'' is singular (which is already described by its singular support), but also ''how'' or ''why'' it is singular, by being more exact about the direction in which the singularity occurs. This concept is mostly useful in dimensions at least two, since in one dimension there are only two possible directions. The complementary notion of a function being non-singular in a direction is ''microlocal smoothness''. Intuitively, as an example, consider a function ƒ whose singular support is concentrated on a smooth curve in the plane at which the function has a jump discontinuity. In the direction tangent to the curve, the function remains smooth. By contrast, in the direction normal to the curve, the function has a singularity. To decide on whether the function is smooth in another direction ''v'', one can try to smooth the function out by averaging in directions perpendicular to ''v''. If the resulting function is smooth, then we regard ƒ to be smooth in the direction of ''v''. Otherwise, ''v'' is in the wavefront set. Formally, in
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
, the wave front set of ƒ is defined as the complement of the set of all pairs (''x''0,''v'') such that there exists a test function \phi\in C_c^\infty with \phi(''x''0) ≠ 0 and an open
cone In geometry, a cone is a three-dimensional figure that tapers smoothly from a flat base (typically a circle) to a point not contained in the base, called the '' apex'' or '' vertex''. A cone is formed by a set of line segments, half-lines ...
Γ containing ''v'' such that the estimate :, (\phi f)^\wedge(\xi), \le C_N(1+, \xi, )^\quad\mbox\ \xi\in\Gamma holds for all positive integers ''N''. Here (\phi f)^\wedge denotes the Fourier transform. Observe that the wavefront set is conical in the sense that if (''x'',''v'') ∈ Wf(ƒ), then (''x'',λ''v'') ∈ Wf(ƒ) for all λ > 0. In the example discussed in the previous paragraph, the wavefront set is the set-theoretic complement of the image of the tangent bundle of the curve inside the tangent bundle of the plane. Because the definition involves cutoff by a compactly supported function, the notion of a wave front set can be transported to any
differentiable manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One ...
''X''. In this more general situation, the wave front set is a closed conical subset of the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This m ...
''T''*(''X''), since the ξ variable naturally localizes to a covector rather than a vector. The wave front set is defined such that its projection on ''X'' is equal to the singular support of the function.


Definition

In Euclidean space, the wave front set of a
distribution Distribution may refer to: Mathematics *Distribution (mathematics), generalized functions used to formulate solutions of partial differential equations *Probability distribution, the probability of a particular value or value range of a varia ...
ƒ is defined as :(f) = \ where \Sigma_x(f) is the singular fibre of ƒ at ''x''. The singular fibre is defined to be the complement of all directions \xi such that the Fourier transform of ''f'', localized at ''x'', is sufficiently regular when restricted to an open cone containing \xi. More precisely, a direction ''v'' is in the complement of \Sigma_x(f) if there is a compactly supported smooth function φ with φ(''x'') ≠ 0 and an open cone Γ containing ''v'' such that the following estimate holds for each positive integer ''N'': :, (\phi f)^\wedge(\xi), < c_N(1+, \xi, )^\quad\ \xi\in\Gamma. Once such an estimate holds for a particular cutoff function φ at ''x'', it also holds for all cutoff functions with smaller support, possibly for a different open cone containing ''v''. On a
differentiable manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One ...
''M'', using local coordinates x,\xi on the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This m ...
, the wave front set WF(''f'') of a distribution ƒ can be defined in the following general way: : (f) = \ where the singular fibre \Sigma_x(f) is again the complement of all directions \xi such that the Fourier transform of ''f'', localized at ''x'', is sufficiently regular when restricted to a conical neighbourhood of \xi. The problem of regularity is local, so it can be checked in the local coordinate system, using the Fourier transform on the ''x'' variables. The required regularity estimate transforms well under
diffeomorphism In mathematics, a diffeomorphism is an isomorphism of differentiable manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are continuously differentiable. Definit ...
, and so the notion of regularity is independent of the choice of local coordinates.


Generalizations

The notion of a wave front set can be adapted to accommodate other notions of regularity of a function. Localized can here be expressed by saying that ''f'' is truncated by some smooth cutoff function not vanishing at ''x''. (The localization process could be done in a more elegant fashion, using
germ Germ or germs may refer to: Science * Germ (microorganism), an informal word for a pathogen * Germ cell, cell that gives rise to the gametes of an organism that reproduces sexually * Germ layer, a primary layer of cells that forms during embry ...
s.) More concretely, this can be expressed as : \xi\notin\Sigma_x(f) \iff \xi=0 \text\exists\phi\in\mathcal D_x,\ \exists V\in\mathcal V_\xi: \widehat, _V\in O(V) where *\mathcal D_x are compactly supported
smooth function In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives (''differentiability class)'' it has over its domain. A function of class C^k is a function of smoothness at least ; t ...
s not vanishing at ''x'', *\mathcal V_\xi are ''conical neighbourhoods'' of \xi, i.e.
neighbourhood A neighbourhood (Commonwealth English) or neighborhood (American English) is a geographically localized community within a larger town, city, suburb or rural area, sometimes consisting of a single street and the buildings lining it. Neighbourh ...
s ''V'' such that c\cdot V\subset V for all c > 0, *\widehat u, _V denotes the
Fourier transform In mathematics, the Fourier transform (FT) is an integral transform that takes a function as input then outputs another function that describes the extent to which various frequencies are present in the original function. The output of the tr ...
of the (compactly supported generalized) function ''u'', restricted to ''V'', *O: \Omega\to O(\Omega) is a fixed
presheaf In mathematics, a sheaf (: sheaves) is a tool for systematically tracking data (such as sets, abelian groups, rings) attached to the open sets of a topological space and defined locally with regard to them. For example, for each open set, the d ...
of functions (or distributions) whose choice enforces the desired regularity of the Fourier transform. Typically, sections of ''O'' are required to satisfy some growth (or decrease) condition at infinity, e.g. such that (1+, \xi, )^s v(\xi) belong to some Lp space. This definition makes sense, because the Fourier transform becomes more regular (in terms of growth at infinity) when ''f'' is truncated with the smooth cutoff \phi. The most difficult "problem", from a theoretical point of view, is finding the adequate sheaf ''O'' characterizing functions belonging to a given subsheaf ''E'' of the space ''G'' of generalized functions.


Example

If we take ''G'' = ''D''′ the space of Schwartz distributions and want to characterize distributions which are locally C^\infty functions, we must take for ''O''(Ω) the classical function spaces called ''O''′''M''(Ω) in the literature. Then the projection on the first component of a distribution's wave front set is nothing else than its classical singular support, i.e. the complement of the set on which its restriction would be a
smooth function In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives (''differentiability class)'' it has over its domain. A function of class C^k is a function of smoothness at least ; t ...
.


Applications

The wave front set is useful, among others, when studying propagation of singularities by pseudodifferential operators. The propagation of singularities theorem characterizes the wave front set.


See also

* FBI transform * Singular spectrum * Essential support


References

* Lars Hörmander, ''Fourier integral operators I'', Acta Math. 127 (1971), pp. 79–183. *{{citation, last=Hörmander, first=Lars, authorlink=Lars Hörmander, pages=251–279, title=The Analysis of Linear Partial Differential Equations I: Distribution Theory and Fourier Analysis, edition=2nd, publisher=Springer, series=Grundlehren der mathematischen Wissenschaften, volume= 256, year= 1990, isbn=0-387-52345-6 Chapter VIII, Spectral Analysis of Singularities Mathematical analysis Generalized functions