Finite Sampling in Multiple Generated U-Invariant Subspaces
نویسندگان
چکیده
The relevance in sampling theory of U -invariant subspaces of a Hilbert space H, where U denotes a unitary operator on H, is nowadays a recognized fact. Indeed, shift-invariant subspaces of L(R) become a particular example; periodic extensions of finite signals provide also a remarkable example. As a consequence, the availability of an abstract U -sampling theory becomes a useful tool to handle these problems. In this paper we derive a sampling theory for finite dimensional multiple generated U -invariant subspaces of a Hilbert space H. As the involved samples are identified as frame coefficients in a suitable euclidean space, the relevant mathematical technique is that of finite frame theory. Since finite frames are nothing but spanning sets of vectors, the used technique naturally meets matrix analysis.
منابع مشابه
Sampling in a Union of Frame Generated Subspaces
A new paradigm in sampling theory has been developed recently by Lu and Do. In this new approach the classical linear model is replaced by a non-linear, but structured model consisting of a union of subspaces. This is the natural approach for the new theory of compressed sampling, representation of sparse signals and signals with finite rate of innovation. In this article we extend the theory o...
متن کاملShift Invariant Spaces and Shift Preserving Operators on Locally Compact Abelian Groups
We investigate shift invariant subspaces of $L^2(G)$, where $G$ is a locally compact abelian group. We show that every shift invariant space can be decomposed as an orthogonal sum of spaces each of which is generated by a single function whose shifts form a Parseval frame. For a second countable locally compact abelian group $G$ we prove a useful Hilbert space isomorphism, introduce range funct...
متن کاملMultivariate vector sampling expansions in shift invariant subspaces
In this paper, we study multivariate vector sampling expansions on general finitely generated shift-invariant subspaces. Necessary and sufficient conditions for a multivariate vector sampling theorem to hold are given.
متن کاملReconstruction of Functions in Spline Subspaces from Local Averages
In this paper, we study the reconstruction of functions in spline subspaces from local averages. We present an average sampling theorem for shift invariant subspaces generated by cardinal B-splines and give the optimal upper bound for the support length of averaging functions. Our result generalizes an earlier result by Aldroubi and Gröchenig.
متن کاملNON-UNIFORM SAMPLING IN MULTIPLY GENERATED SHIFT-INVARIANT SUBSPACES OF Lp(IR)
Given the samples {f(xj) : j ∈ J} of a function f belonging to a shift invariant subspace of Lp(IR), we give a fast reconstruction algorithm that allows the exact reconstruction of f , as long as the sampling set X = {xj : j ∈ J} is sufficiently dense.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- IEEE Trans. Information Theory
دوره 62 شماره
صفحات -
تاریخ انتشار 2016