1,503 research outputs found

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    The Kalman-Bucy Filter for Integrable Levy Processes with Infinite Second Moment

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    We extend the Kalman-Bucy filter to the case where both the system and observation processes are driven by finite dimensional LĀ“evy processes, but whereas the process driving the system dynamics is square-integrable, that driving the observations is not; however it remains integrable. The main result is that the components of the observation nose that have infinite variance make no contribution to the filtering equations. The key technique used is approximation by processes having bounded jumps

    Adaptive multibeam antennas for spacelab. Phase A: Feasibility study

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    The feasibility was studied of using adaptive multibeam multi-frequency antennas on the spacelab, and to define the experiment configuration and program plan needed for a demonstration to prove the concept. Three applications missions were selected, and requirements were defined for an L band communications experiment, an L band radiometer experiment, and a Ku band communications experiment. Reflector, passive lens, and phased array antenna systems were considered, and the Adaptive Multibeam Phased Array (AMPA) was chosen. Array configuration and beamforming network tradeoffs resulted in a single 3m x 3m L band array with 576 elements for high radiometer beam efficiency. Separate 0.4m x 0.4 m arrays are used to transmit and receive at Ku band with either 576 elements or thinned apertures. Each array has two independently steerable 5 deg beams, which are adaptively controlled

    Transition Densities and Traces for Invariant Feller Processes on Compact Symmetric Spaces

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    We find necessary and sufficient conditions for a finite Kā€“biā€“invariant measure on a compact Gelfand pair (G, K) to have a squareā€“integrable density. For convolution semigroups, this is equivalent to having a continuous density in positive time. When (G, K) is a compact Riemannian symmetric pair, we study the induced transition density for Gā€“invariant Feller processes on the symmetric space X = G/K. These are obtained as projections of Kā€“biā€“invariant LĀ“evy processes on G, whose laws form a convolution semigroup. We obtain a Fourier series expansion for the density, in terms of spherical functions, where the spectrum is described by Gangolliā€™s LĀ“evyā€“Khintchine formula. The density of returns to any given point on X is given by the trace of the transition semigroup, and for subordinated Brownian motion, we can calculate the short time asymptotics of this quantity using recent work of BaĖœnuelos and Baudoin. In the case of the sphere, there is an interesting connection with the Funkā€“Hecke theorem

    The fractional Schr\"{o}dinger operator and Toeplitz matrices

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    Confining a quantum particle in a compact subinterval of the real line with Dirichlet boundary conditions, we identify the connection of the one-dimensional fractional Schr\"odinger operator with the truncated Toeplitz matrices. We determine the asymptotic behaviour of the product of eigenvalues for the Ī±\alpha-stable symmetric laws by employing the Szeg\"o's strong limit theorem. The results of the present work can be applied to a recently proposed model for a particle hopping on a bounded interval in one dimension whose hopping probability is given a discrete representation of the fractional Laplacian.Comment: 10 pages, 2 figure

    Anomalous Processes with General Waiting Times: Functionals and Multipoint Structure

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    Many transport processes in nature exhibit anomalous diffusive properties with non-trivial scaling of the mean square displacement, e.g., diffusion of cells or of biomolecules inside the cell nucleus, where typically a crossover between different scaling regimes appears over time. Here, we investigate a class of anomalous diffusion processes that is able to capture such complex dynamics by virtue of a general waiting time distribution. We obtain a complete characterization of such generalized anomalous processes, including their functionals and multi-point structure, using a representation in terms of a normal diffusive process plus a stochastic time change. In particular, we derive analytical closed form expressions for the two-point correlation functions, which can be readily compared with experimental data.Comment: Accepted in Phys. Rev. Let

    First exit times of solutions of stochastic differential equations driven by multiplicative Levy noise with heavy tails

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    In this paper we study first exit times from a bounded domain of a gradient dynamical system YĖ™t=āˆ’āˆ‡U(Yt)\dot Y_t=-\nabla U(Y_t) perturbed by a small multiplicative L\'evy noise with heavy tails. A special attention is paid to the way the multiplicative noise is introduced. In particular we determine the asymptotics of the first exit time of solutions of It\^o, Stratonovich and Marcus canonical SDEs.Comment: 19 pages, 2 figure
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