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A Celebration of Carlos Berenstein's Mathematics:
Harmonic Analysis, Signal Processing and Complexity


Conference in Honor of
Carlos Berenstein's 60th Birthday

 George Mason University, May 17-20, 2004


*** page under construction! ***
Please submit abstracts to adamiano@gmu.edu by May 10th

  Abstracts


To read an abstract, click on the speaker's name

SPEAKER
TITLE
Baras
Network Tomography: From Resistors to the Internet
Berenstein
Internet Tomography
Casadio Tarabusi
Some topics in integral geometry on hyperbolic spaces and their discrete counterparts
Chang Geometric Analysis on a Family of Pseudoconvex Hypersurfaces
Damiano Computational Algorithms for the Computation of Noetherian Operators
Ehrenpreis Special Functions
Grinberg Spectral Synthesis and Spectral Analysis
 on the Space of Convex
Bodies
Kaiser Pulsed-Beam Wavelets and the Wave Equation
Kiselman
Subharmonic functions on discrete structures
Krishnaprasad Geometry of Blind Signal Processing
Li Entire solutions of certain non-linear partial differential equations
Marmolejo-Olea

The Monogenic Radon-Nikodym Property for Clifford Modules
Napoletani Embedding Threshold Estimators
Poovendran
Performance Metrics and Related Complexities in Energy-Efficient Wireless  
Networking for Routing and Security
Ryan Analysis and applications of solutions to the Dirac- Hodge and Laplace equations with respect to the hyperbolic metric
Sabadini Different approaches to the study of resolutions of several Cauchy-Fueter and Dirac operators
Sadosky The BMO Extended Family in Product Spaces
Suslov Completeness of q-trigonometric system in Lp
Taylor Algebraic Varieties on which the Phragmen-Lindelof Inequalities hold
Walnut
Local reconstruction from averages over parallelograms
Yger Analytic and Algebraic ideas : how to profit from their complementarity




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Geometry of Blind Signal Processing



P. S. Krishnaprasad (with B. Afsari)
Department of Electrical and Computer Engineering and
Institute for Systems Research
University of Maryland
College Park, MD 20742

email: krishna@isr.umd.edu
http://www.isr.umd.edu/~krishna

The problem of extracting information from sensor data in the absence of detailed knowledge of physical models of the transduction process appears in a variety of domains. Solutions to this problem have playedan increasingly central role, either as tools for fundamenatal scientific investigations (e.g. experimental neuroscience), or as key elements of technology (e.g. modern communication systems). This talk will be devoted to exploring interesting geometric aspects of such blind signal processing algorithms. Flows on classical groups and their homogeneous spaces arise naturally in this context and we argue that elucidating the ``phase portraits'' of such flows is of interest in devising better algorithms.


  Special Functions


L. Ehrenpreis

email: leonzeta@aol.com


The most commonly studied special functions are hypergeometric. They interrelate group representations, Fourier transforms, and differential equations, and they have special types of integral representations and power series.  Some such functions, such as Laguerre functiions, which were studied by Carlos Berenstein, appear in several contexts, such as the Heisenberg group and SL(2,R). We shall explain the interrelations of these appearences. "Beyond" hypergeometric functions lie Mathiew functions and Lame functions.  We shall show how such funtctions share some of the properties ofhypergeometric functions using the concept of "Fourier transform on varieties".
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Pulsed-Beam Wavelets and the Wave Equation

G. Kaiser

email: kaiser@wavelets.com



DOWNLOAD THE ABSTRACT IN PDF FORMAT


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 Analysis and applications of solutions to the Dirac-Hodge and Laplace equations with respect to the hyperbolic metric

J. Ryan (with Y. Qiao)

email: jryan@uark.edu


Using a Cauchy integral formula and Green's formulas for solutions to Dirac-Hodge and Laplace equations we investigate basic properties of the solutions. The analysis takes place in upper half space endowed with the hyperbolic metric. Our study includes an introduction to Hardy spaces, Bergman spaces and boundary value problems.
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Analytic and Algebraic ideas: how to profit from their complementarity

A. Yger, Bordeaux University

email: alain.yger@math.u-bordeaux.fr

Facing algebraic questions with some analytic vision (also some analytic motivation as for questions related to exponential polynomials) has been the guide line of the joint work which we pursue for almost 20 years with Carlos. I will try to present the state of the art about such questions, indicate a list of prospective developments where the ideas that analysis suggest play a major role:  intersection theory in the non-complete intersection case, analysis of the dependence of residual objects such as Bochner-Martinelli currents in terms of parameters, ... I will also focuse on the crucial following fact, namely that in the ''dictionary'' between the analytic and algebraic points of view in multidimensional residue theory, integral symbols happen to be the analytic substitutes for power series developments in terms of parameters. Recent advances about ''algebraic tomography'' (Abel's theorem and its inverse, together with their translation in terms of the ''rigidity'' of some particular differential non linear systems) will also be presented.    

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Different approaches to the study of resolutions of several Cauchy-Fueter and Dirac operators

I. Sabadini (with D.C. Struppa)

mailto: sabadini@mate.polimi.it  dstruppa@gmu.edu


In the recent years, a lot of attention has been devoted to problems related to generalization of the theory of several complex variables to higher dimensions. Back in 1995, in a joint work with Carlos Berenstein and Daniele Struppa, we started the study of resolutions of several Cauchy-Fueter operators with the purpose to construct a theory of hyperfunctions of several quaternionic variables. Since then, several progresses have been done in different directions and using different techniques. The theory of Grobner bases, which underlies the computational results we have obtained, has been a major tool in studying the algebraic properties of the Cauchy-Fueter complex from which several analytical properties can be derived. Recently, it has been proved that the Cauchy-Fueter complex can be obtained also using the methods of representation theory,since quaternionic geometry is a special case of so called parabolic geometries.
 As a further generalization, we discuss complex of several Dirac operatorsacting on functions with values in a Clifford algebra and the so called Dirac complex. Despite the complexity, due to the fact that the dimension of the algebra is not fixed a priori so it is hard to use Grobner bases techniques or invariant operator theory, we show that under suitable assumptions on the number of operators considered the complex can be treated within the so called radial algebra.
 Therefore, we can easly describe all the maps in the complex and we can still derive some analytical properties. We conclude by describing an alternative way to obtain the maps in the Dirac complex, using the analogue of the Dolbeault complex, based on a suitable theory of generalized differential forms.

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  Completeness of q-trigonometric system in Lp

S. Suslov

mailto: sks@adu.edu


We discuss several results on completeness of q-trigonometric systems in Lp spaces in the framework of a general approach to basic Fourier series.

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Embedding Threshold Estimators


D. Napoletani

mailto: dnapolet@gmu.edu


Wavelet related thresholding estimators have been very successful in a variety of denoising problems. As much as they represent a fundamental achievement in the field of optimal estimation, their weakness is that they do not preserve fine, low intensity, non-noisy features and that they are specifically adapted to deal with constant variance white noise. In this talk we propose a method of denoising that tries to overcome these shortcomings. The method, which we call embedding threshold estimator, is based on the analysis of delay-coordinates embeddings of sets of coefficients of the measured signal in some chosen frame. We apply the embedding threshold to heavily corrupted speech signals choosing, as frame, the window Fourier frame. A regularized pointwise mean SNR is introduced to estimate the perceptual quality of the reconstructions.


Algebraic Varieties on which the Phragmen-Lindelof Inequalities hold


B. A. Taylor
University of Michigan
Ann Arbor, MI 48109

mailto: taylor@umich.edu


The Phragmen-Lindelof theorem implies that a subharmonic function u(z) on the complex plane that satisfies the asymptotic bound u(z) < |z| + o(|z|) and is bounded above by 0 on the real axis must in fact be bounded above by |Im z| for all complex z.  We will give a geometric characterization of the algebraic varieties in Cn on which the plurisubharmonic functions satisfy an analogous estimate.  One reason for the interest in this question results from a theorem of L. Hormander, who showed that the validity of such an estimate on the homogeneous variety that is the zero set of the principal symbol of a constant coefficient partial differential operator is equivalent to the surjectivity of the operator on the space of real analytic functions on Rn.

The BMO Extended Family in Product Spaces

C. Sadosky

mailto: cs@scs.howard.edu


The space BMO, of functions of bounded mean oscillation, plays an important role in harmonic analysis and PDE theory. In product spaces, a BMO scale appears naturally, corresponding to the different, yet equivalent, characterizations of BMO in one variable, solving outstanding problems in multiparametric harmonic analysis and operator theory. The characterization of the endspaces in the BMO scale gave the clue to finally grasp ''product'' BMO, the dual of the Hardy space H1Re(Td), in terms of nested commutators.
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 Geometric Analysis on a Family of Pseudoconvex Hypersurfaces

D.C. Chang

mailto: chang@georgetown.edu



DOWNLOAD THE ABSTRACT IN PDF FORMAT


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Entire solutions of certain non-linear partial differential equations

B.Q. Li

mailto: libaoqin@fiu.edu

We will consider the following two problems: (a) characterize entire solutions of non-linear partial differential equations such as Fermat type pdes; and (b) characterize common factors of certain meromorphic functions under functional composition. We will show that while these problems are of independent interests in partial differential equations and complex variables, they are closely related; and characterizations will be given using their relations.
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Subharmonic functions on discrete structures

K. Kiselman

Uppsala University
mailto: kiselman@math.uu.se
www.math.uu.se/~kiselman

The problem of describing the shape of a three-dimensional object is important in many applications. Images in medicine and industry are often three-dimensional nowadays. One should be able to store the description of a shape in a computer and be able to compare it with other shapes, using some measure of likeness.  One approach to shape description is to introduce a triangulation of the surface of the object and then map this triangulation to a sphere. The position of a point on the surface is then a function on the sphere, and can be expanded in terms of spherical harmonics. This approach, initiated by C. Brechbuhler, G. Gerig, and O. Kubler, will be the background of my talk, and it leads to the study of harmonic, or more generally subharmonic, functions on a graph or a directed graph. It turns out that the values of harmonic functions often cluster together in an undesirable way, and to get rid of this clustering is aspecial problem of importance in the shape-description project of Ola Weistrand. There are various remedies, one being to use different weights in the definition of harmonicity. In my talk I shall give an introduction to the study of harmonic and subharmonic functions on discrete structures. The Dirichlet problem will be studied and explicit solutions in some simple cases will be given. In other cases, however, explicit formulas corresponding to well-known solutions in the classical setting are apparently not known.



The Monogenic Radon-Nikodym Property for Clifford Modules

 E.Marmolejo-Olea (with S. Perez-Esteva)

mailto: emilio@matcuer.unam.mx

Abstract: We characterized the boundary limits of Monogenic functions defined in the unit ball in Rn with values in a Banach Space X which is also a Clifford Module as a class of
vector-valued Measures. The case when X is a Banach lattice
is also considered.



Computational Algorithms for the Computation of
 Noetherian Operators


A.Damiano (with I. Sabadini and D.C. Struppa)

mailto: adamiano@gmu.edu

The original definition of Noetherian Operators is not constructive. Several recent results, due for example to U. Oberst and Marinari-Moeller-Mora, have begun the process of explicitly constructing such operators, though not in the general case. In this talk we present some concrete algorithms that, at least in theory, allow the computation of the Noetherian operators in some particular cases, and we discuss their implementation on some computer algebra packages (CoCoA and Singular) with their limitations. 



Local reconstruction from averages over parallelograms


D. Walnut (with R. Rom)

mailto: dwalnut@gmu.edu


This work provides a generalization in two dimensions of the Local Three Squares Theorem, proved by Carlos, R. Gay, and A. Yger which asserts that a function is uniquely determined locally by its averages over shifts of three squares with parallel sides if and only if the side lengths of the squares are pairwise irrationally related.  We give a necessary and sufficient algebraic condition on the side vectors of a triple of parallelograms in the plane which corresponds to the irrationally related condition in the three squares case.  The proof relies on the generalization of a recent result of Y. Lyubarskii (NTNU Trondheim) describing sets of sampling and interpolation for functions bandlimited to symmetric even-sided polygons in the plane.

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Some topics in integral geometry on hyperbolic spaces and their discrete counterparts

E. Casadio Tarabusi
Universita' di Roma "La Sapienza"

mailto: casadio@mat.uniroma1.it

The talk will focus on some problems of integral geometry studied jointly with Carlos, namely several kinds of Radon transform on continuous and on discrete structures (which show a few analogies), as well as their applications to some medical imaging techniques that motivated their investigation.

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Internet Tomography


C. Berenstein

mailto: carlos20817@yahoo.com

Abstract: Networks like the Internet and highways, for instance, the Washington Beltway, suffer from two types of problems. Either some nodes become disabled or the traffic load among two nodes is sufficiently big to disable the corresponding link. In order to keep track of them and try to prevent their occurrence or create adequate alternatives, one needs to have a monitoring system that from "boundary" measurements would allow to obtain this "internal" information. This is akin to medical tomography and to the inverse conductivity problem. I'll try to explain briefly how we're trying to profit from this analogy to create such a monitoring system.
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Spectral Synthesis and Spectral Analysis
 on the Space of Convex
Bodies

E. Grinberg  (with G. Zhang)

mailto: grinberg@unh.edu


Harmonic analysis, spectral synthesis and analysis are usually applied to spaces of functions (sections of bundles, etc.). Here we consider an adaptation of this kind of analysis to the space of convex bodies in Euclidean space. As applications we obtain, e.g., approximation theorems that preserve special geometric properties such as constant width or brightness. The ideas that provided our initial motivation us include papers of Carlos Berenstein and his collaborators on spectral synthesis and spectal analysis.

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Network Tomography: From Resistors to the Internet


J. S. Baras

mailto: baras@isr.umd.edu



Network Tomography addresses a large and varied class of problems where measurements at the edge of the network are used to infer various properties of the internals of the network, including topology structure, flow parameters and characterization, anomalous behavior. Initially we describe the inverse problem in the discrete and simply to state but difficult to solve classic case of identifying a network of resistors from voltage and current measurements at the edge nodes. We then describe the key problem of electrical impedance tomography and the associated fundamental inverse boundary value problem first analyzed extensively by Alberto Calderon, as well as the well known parametric dependence of the Dirichlet to Neumann Map. Finally, we describe current problems of network tomography for modern communication networks and the Internet. We formulate precisely and analytically (including also algebraic methods) several inference problems as true network tomography problems, involving tomography on graphs. We describe methods for solving some of these problems and describe a broad range of challenging and important open problems ranging from on-line identification of routing and bottlenecks to security threats. Much of the analytical work reported is joint with Carlos Berenstein.


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Performance Metrics and Related Complexities in Energy-Efficient Wireless  
Networking for Routing and Security

R. Poovendran

mailto: radha@ee.washington.edu 

In this talk, I consider the problem of routing and secure multicasting in an ad hoc wireless network that consists of energy constrained wireless devices. I assume that the devices are equiped with omnidirectional antenna. I then introduce the problem of securing the communicaiton and then show why the problem is not a direct extension of a conventional approach. I then show that under the contraint that the storage is unbounded, this problem is NP-hard. I also discuss the approximations that will be within the factor of two of the optimal solution. Many questions remain open in this problem first introduced by me in 2002.  

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