Canonical Eigenvalue Distribution of Multilevel Block Toeplitz Sequences with Non-Hermitian Symbols

Let f : Ik→Ms be a bounded symbol with Ik = (-𝜈, 𝜋)k andMs be the linear space of the complex s × s matrices, k, s ≥ 1.W e consider the sequence of matrices {Tn( )}, where n = (n1,... , nk), nj positive integers, j = 1 ... , k.Let Tn(f) denote the multilevel block Toeplitz matrix of size ňs, ň = ∏K j=1 nj, constructed in the standard way by using the Fourier coefficients of the symbol f.If f is Hermitian almost everywhere, then it is well known that {Tn(f)} admits the canonical eigenvalue distribution with the eigenvalue symbol given exactly by f that is {Tn(f)} ~ λ (f, Ik).When s = 1, thanks to the work of Tilli, more about the spectrum is known, independently of the regularity of f and relying only on the topological features of (f), R(f) being the essential range of. More precisely, if Rf(Rf) has empty interior and does not disconnect the complex plane, then {T n(f)} ∼ λ (f, T k).Here we generalize the latter result for the case where the role of (f) is played being the eigenvalues of the matrixvalued symbol f.Th e result is extended to the algebra generated by Toeplitz sequences with bounded symbols.T he theoretical findings are confirmed by numerical experiments, which illustrate their practical usefulness.

[1]  Paolo Tilli,et al.  Locally Toeplitz sequences: spectral properties and applications , 1998 .

[2]  Y. Saad,et al.  GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems , 1986 .

[3]  Paolo Tilli,et al.  Some Results on Complex Toeplitz Eigenvalues , 1999 .

[4]  Pedro M. Crespo,et al.  Mass concentration in quasicommutators of Toeplitz matrices , 2007 .

[5]  S. Serra,et al.  Spectral and Computational Analysis of Block Toeplitz Matrices Having Nonnegative Definite Matrix-Valued Generating Functions , 1999 .

[6]  Stefano Serra-Capizzano,et al.  The GLT class as a generalized Fourier analysis and applications , 2006 .

[7]  S. Serra Capizzano,et al.  Generalized locally Toeplitz sequences: spectral analysis and applications to discretized partial differential equations , 2003 .

[8]  J. H. Wilkinson The algebraic eigenvalue problem , 1966 .

[9]  A. Böttcher,et al.  Introduction to Large Truncated Toeplitz Matrices , 1998 .

[10]  Paolo Tilli,et al.  A note on the spectral distribution of toeplitz matrices , 1998 .

[11]  Stefano Serra Capizzano,et al.  Preconditioning strategies for non‐Hermitian Toeplitz linear systems , 2005, Numer. Linear Algebra Appl..

[12]  U. Grenander,et al.  Toeplitz Forms And Their Applications , 1958 .

[13]  Leonid Golinskii,et al.  The asymptotic properties of the spectrum of nonsymmetrically perturbed Jacobi matrix sequences , 2007, J. Approx. Theory.

[14]  R. Bhatia Matrix Analysis , 1996 .

[15]  S. Capizzano Spectral behavior of matrix sequences and discretized boundary value problems , 2001 .

[16]  Stefano Serra-Capizzano,et al.  Stability of the notion of approximating class of sequences and applications , 2008 .

[17]  Stefano Serra-Capizzano,et al.  The eigenvalue distribution of products of Toeplitz matrices – Clustering and attraction , 2010 .

[18]  P. Tilli Singular values and eigenvalues of non-hermitian block Toeplitz matrices , 1996 .

[19]  Eugene E. Tyrtyshnikov,et al.  Spectra of multilevel toeplitz matrices: Advanced theory via simple matrix relationships , 1998 .

[20]  A. Böttcher,et al.  Functions of banded Hermitian block Toeplitz matrices in signal processing , 2007 .

[21]  W. Rudin Real and complex analysis , 1968 .

[22]  Stefano Serra Capizzano,et al.  Symbol approach in a signal-restoration problem involving block Toeplitz matrices , 2014, J. Comput. Appl. Math..

[23]  Paulo Jorge S. G. Ferreira,et al.  Reconstruction from missing function and derivative samples and oversampled filter banks , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.