Paper: | DISPS-P2.10 |
Session: | Hardware and Software Implementations of DSP Systems |
Time: | Thursday, May 18, 16:30 - 18:30 |
Presentation: |
Poster
|
Topic: |
Design and Implementation of Signal Processing Systems: Fast Algorithms |
Title: |
FAST ANALYSIS/SYNTHESIS OF HARMONIC SIGNALS |
Authors: |
Miltiadis Vasilakis, University of Crete, Greece; Yannis Agiomyrgiannakis, Yannis Stylianou, University of Crete / ICS-FORTH, Greece |
Abstract: |
Harmonic Models are commonly used in signal processing. The analysis of harmonic signals requires the solution of a symmetric Toeplitz system of equations. Levinson-based Toeplitz solvers have a O(n^2) complexity. This paper proposes an O(n) algorithm by encoding the inverse matrices required for the solution of the linear system to a few parameters in order to obtain an approximate solution for the harmonic model. For speech related applications, the proposed algorithm is 2-30 times faster than the Levinson algorithm, while degradation is minimal and memory requirements are very low. |