H Square
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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
and
control theory Control theory is a field of mathematics that deals with the control of dynamical systems in engineered processes and machines. The objective is to develop a model or algorithm governing the application of system inputs to drive the system to a ...
, ''H''2, or ''H-square'' is a
Hardy space In complex analysis, the Hardy spaces (or Hardy classes) ''Hp'' are certain spaces of holomorphic functions on the unit disk or upper half plane. They were introduced by Frigyes Riesz , who named them after G. H. Hardy, because of the paper . ...
with square norm. It is a subspace of ''L''2 space, and is thus a
Hilbert space In mathematics, Hilbert spaces (named after David Hilbert) allow generalizing the methods of linear algebra and calculus from (finite-dimensional) Euclidean vector spaces to spaces that may be infinite-dimensional. Hilbert spaces arise natural ...
. In particular, it is a
reproducing kernel Hilbert space In functional analysis (a branch of mathematics), a reproducing kernel Hilbert space (RKHS) is a Hilbert space of functions in which point evaluation is a continuous linear functional. Roughly speaking, this means that if two functions f and g in ...
.


On the unit circle

In general, elements of ''L''2 on the unit circle are given by :\sum_^\infty a_n e^ whereas elements of ''H''2 are given by :\sum_^\infty a_n e^. The projection from ''L''2 to ''H''2 (by setting ''a''''n'' = 0 when ''n'' < 0) is orthogonal.


On the half-plane

The
Laplace transform In mathematics, the Laplace transform, named after its discoverer Pierre-Simon Laplace (), is an integral transform In mathematics, an integral transform maps a function from its original function space into another function space via integra ...
\mathcal given by : mathcalfs)=\int_0^\infty e^f(t)dt can be understood as a linear operator :\mathcal:L^2(0,\infty)\to H^2\left(\mathbb^+\right) where L^2(0,\infty) is the set of
square-integrable In mathematics, a square-integrable function, also called a quadratically integrable function or L^2 function or square-summable function, is a real number, real- or complex number, complex-valued measurable function for which the integral of the s ...
functions on the positive real number line, and \mathbb^+ is the right half of the complex plane. It is more; it is an
isomorphism In mathematics, an isomorphism is a structure-preserving mapping between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between them. The word is ...
, in that it is invertible, and it isometric, in that it satisfies :\, \mathcalf\, _ = \sqrt \, f\, _. The Laplace transform is "half" of a Fourier transform; from the decomposition :L^2(\mathbb)=L^2(-\infty,0) \oplus L^2(0,\infty) one then obtains an
orthogonal decomposition In the mathematical fields of linear algebra and functional analysis, the orthogonal complement of a subspace ''W'' of a vector space ''V'' equipped with a bilinear form ''B'' is the set ''W''⊥ of all vectors in ''V'' that are orthogonal to every ...
of L^2(\mathbb) into two Hardy spaces :L^2(\mathbb)= H^2\left(\mathbb^-\right) \oplus H^2\left(\mathbb^+\right). This is essentially the Paley-Wiener theorem.


See also

* ''H''


References

* Jonathan R. Partington, "Linear Operators and Linear Systems, An Analytical Approach to Control Theory", ''London Mathematical Society Student Texts 60'', (2004) Cambridge University Press, {{isbn, 0-521-54619-2. Control theory Mathematical analysis