Title :
Discontinuity preserving noise removal method based on anisotropic diffusion for band pass signals
Author :
Mahmoodi, Sadegh
Author_Institution :
Sch. of Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
fDate :
Sept. 30 2013-Oct. 2 2013
Abstract :
A nonlinear discontinuity-preserving method for noise removal for band pass signals such as signals modulated with Binary Phase-Shift Keying (BPSK) modulation is proposed in this paper. This method is inspired by the anisotropic diffusion algorithm to remove noise and preserve discontinuities in band pass signals modulated with a single frequency. It is demonstrated here that nonlinear noise removal method for a real valued band pass signal requires a solution for a nonlinear partial differential equation which is of fourth order in space and second order in time. The results presented in this work show better performance in nonlinear noise removal for real valued band pass signals in comparison with the previous work in the literature.
Keywords :
phase shift keying; signal denoising; BPSK modulation; anisotropic diffusion algorithm; binary phase-shift keying modulation; nonlinear discontinuity preserving noise removal method; nonlinear partial differential equation; real-valued band pass signals; Anisotropic magnetoresistance; Band-pass filters; Equations; Noise; Noise measurement; Partial differential equations; Anisotropic Diffusion; Band Pass Signals; Carrier Signal; Discontinuity Preservation; Noise Removal;
Conference_Titel :
Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on
Conference_Location :
Pula
DOI :
10.1109/MMSP.2013.6659315