958 research outputs found
Stochastic calculus for fractional Brownian motion with Hurst exponent : A rough path method by analytic extension
The -dimensional fractional Brownian motion (FBM for short)
with Hurst exponent ,
, is a -dimensional centered, self-similar Gaussian process
with covariance The
long-standing problem of defining a stochastic integration with respect to FBM
(and the related problem of solving stochastic differential equations driven by
FBM) has been addressed successfully by several different methods, although in
each case with a restriction on the range of either or . The case
corresponds to the usual stochastic integration with respect to
Brownian motion, while most computations become singular when gets
under various threshhold values, due to the growing irregularity of the
trajectories as . We provide here a new method valid for any
and for by constructing an approximation
, , of FBM which allows to define
iterated integrals, and then applying the geometric rough path theory. The
approximation relies on the definition of an analytic process on the
cut plane of which FBM appears to be a
boundary value, and allows to understand very precisely the well-known (see
\citeCQ02) but as yet a little mysterious divergence of L\'evy's area for
.Comment: Published in at http://dx.doi.org/10.1214/08-AOP413 the Annals of
Probability (http://www.imstat.org/aop/) by the Institute of Mathematical
Statistics (http://www.imstat.org
A L\'evy area by Fourier normal ordering for multidimensional fractional Brownian motion with small Hurst index
The main tool for stochastic calculus with respect to a multidimensional
process with small H\"older regularity index is rough path theory. Once
has been lifted to a rough path, a stochastic calculus -- as well as solutions
to stochastic differential equations driven by -- follow by standard
arguments. Although such a lift has been proved to exist by abstract arguments
\cite{LyoVic07}, a first general, explicit construction has been proposed in
\cite{Unt09,Unt09bis} under the name of Fourier normal ordering. The purpose of
this short note is to convey the main ideas of the Fourier normal ordering
method in the particular case of the iterated integrals of lowest order of
fractional Brownian motion with arbitrary Hurst index.Comment: 20 page
Global existence for strong solutions of viscous Burgers equation. (1) The bounded case
We prove that the viscous Burgers equation has a globally defined smooth
solution in all dimensions provided the initial condition and the forcing term
are smooth and bounded together with their derivatives. Such solutions may have
infinite energy. The proof does not rely on energy estimates, but on a
combination of the maximum principle and quantitative Schauder estimates. We
obtain precise bounds on the sup norm of the solution and its derivatives,
making it plain that there is no exponential increase in time. In particular,
these bounds are time-independent if the forcing term is zero. To get a
classical solution, it suffices to assume that the initial condition and the
forcing term have bounded derivatives up to order two.Comment: 22 page
Projective Pseudodifferential Analysis and Harmonic Analysis
We consider pseudodifferential operators on functions on which
commute with the Euler operator, and can thus be restricted to spaces of
functions homogeneous of some given degree. Their symbols can be regarded as
functions on a reduced phase space, isomorphic to the homogeneous space
, and the resulting calculus is a
pseudodifferential analysis of operators acting on spaces of appropriate
sections of line bundles over the projective space : these spaces are
the representation spaces of the maximal degenerate series
of . This new approach to the quantization of
, already considered by other authors, has several advantages: as an
example, it makes it possible to give a very explicit version of the continuous
part from the decomposition of under the quasiregular action of
. We also consider interesting special symbols, which arise from the
consideration of the resolvents of certain infinitesimal operators of the
representation
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