Linear independence of time-frequency translates

Author:

Heil Christopher,Ramanathan Jayakumar,Topiwala Pankaj

Abstract

The refinement equation φ ( t ) = k = N 1 N 2 c k φ ( 2 t k ) \varphi (t) = \sum _{k=N_1}^{N_2} c_k \, \varphi (2t-k) plays a key role in wavelet theory and in subdivision schemes in approximation theory. Viewed as an expression of linear dependence among the time-scale translates | a | 1 / 2 φ ( a t b ) |a|^{1/2} \varphi (at-b) of φ L 2 ( R ) \varphi \in L^2(\mathbf {R}) , it is natural to ask if there exist similar dependencies among the time-frequency translates e 2 π i b t f ( t + a ) e^{2 \pi i b t} f(t+a) of f L 2 ( R ) f \in L^2(\mathbf {R}) . In other words, what is the effect of replacing the group representation of L 2 ( R ) L^2(\mathbf {R}) induced by the affine group with the corresponding representation induced by the Heisenberg group? This paper proves that there are no nonzero solutions to lattice-type generalizations of the refinement equation to the Heisenberg group. Moreover, it is proved that for each arbitrary finite collection { ( a k , b k ) } k = 1 N \{(a_k,b_k)\}_{k=1}^N , the set of all functions f L 2 ( R ) f \in L^2(\mathbf {R}) such that { e 2 π i b k t f ( t + a k ) } k = 1 N \{e^{2 \pi i b_k t} f(t+a_k)\}_{k=1}^N is independent is an open, dense subset of L 2 ( R ) L^2(\mathbf {R}) . It is conjectured that this set is all of L 2 ( R ) { 0 } L^2(\mathbf {R}) \setminus \{0\} .

Publisher

American Mathematical Society (AMS)

Subject

Applied Mathematics,General Mathematics

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