Title :
DFT-Commuting Matrix With Arbitrary or Infinite Order Second Derivative Approximation
Author :
Pei, Soo-Chang ; Hsue, Wen-Liang ; Ding, Jian-Jiun
Author_Institution :
Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei
Abstract :
Recently, Candan introduced higher order DFT-commuting matrices whose eigenvectors are better approximations to the continuous Hermite-Gaussian functions (HGFs). However, the highest order 2k of the O(h2k) NtimesN DFT-commuting matrices proposed by Candan is restricted by 2k+1 les N. In this paper, we remove this order upper bound restriction by developing two methods to construct arbitrary-order DFT-commuting matrices. Computer experimental results show that the Hermite-Gaussian-like (HGL) eigenvectors of the new proposed DFT-commuting matrices outperform those of Candan. In addition, the HGL eigenvectors of the infinite-order DFT-commuting matrix are shown to be the same as those of the n2 DFT-commuting matrix recently discovered in the literature.
Keywords :
Gaussian processes; Hermitian matrices; discrete Fourier transforms; eigenvalues and eigenfunctions; function approximation; arbitrary order DFT-commuting matrix; continuous Hermite-Gaussian function approximation; discrete Fourier transform; eigenvector; infinite order DFT-commuting matrix; Commuting matrix; Hermite–Gaussian function; discrete Fourier transform; discrete fractional Fourier transform; eigenvector;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2008.2007927