Title :
A recursive algorithm approximating frame coefficients related to Riesz bases of translates
Author :
Mi, Tiebin ; Chaohuan Hou ; Xiaochuan Ma ; Cai, Long
Author_Institution :
Inst. of Acoust., Chinese Acad. of Sci., Beijing, China
Abstract :
In this paper, we show that frame coefficients related to Riesz bases of integer-translates are solutions of bi-infinite invertible Toeplitz systems. Hence the corresponding frame coefficients may be obtained by solving Toeplitz system directly, without complicated calculation of the inverse frame operator. We apply the finite section method to Toeplitz operator and provide a bi-directional Levinson algorithm to approximate solutions of biinfinite Toeplitz system, whose convergence is guaranteed by the recursive nature and properties of finite section method. Other advantages of the algorithm are the modest computational cost and less storage requirement.
Keywords :
Toeplitz matrices; approximation theory; Riesz bases; bidirectional Levinson algorithm; biinfinite invertible Toeplitz system; finite section method; frame coefficient; integer-translates; recursive algorithm; Acoustics; Bidirectional control; Chaos; Computational efficiency; Equations; Hilbert space;
Conference_Titel :
Information, Communications and Signal Processing, 2009. ICICS 2009. 7th International Conference on
Conference_Location :
Macau
Print_ISBN :
978-1-4244-4656-8
Electronic_ISBN :
978-1-4244-4657-5
DOI :
10.1109/ICICS.2009.5397477