A variational method for designing wavelets to match a specified signal

  • Authors:

  • A. R. Bahrampour;S. Izadnia;M. Vahedi

  • Affiliations:

  • Sharif University of Technology, Tehran, Iran and Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran;Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran;Sharif University of Technology, Tehran, Iran

  • Venue:
  • Signal Processing
  • Year:
  • 2008

Quantified Score

Hi-index 0.08

Visualization

Abstract

In this paper, we have developed an efficient method for obtaining an orthonormal wavelet that is matched to a given signal. The error between the wavelet and the given signal is minimized subject to the constraints of the amplitude and phase of the band-limited wavelet spectrum. To consider the constraints of the minimization problem, the Lagrange multipliers technique is applied. Variational method reduced the optimal matching problem to the solution of a set of functional equations for the amplitude and phase of the wavelet spectrum. Continuous functional equations were written in terms of Fourier coefficients of the phase of the transfer function of the quadrature low pass filter at the sampled frequencies. Consequently, a set of discrete algebraic equations allows us to design the wavelet directly from the signal of interest. Specific examples are given for demonstrating the performance of wavelet matching equations for both known orthonormal wavelets and arbitrary signals.