DocumentCode
2170568
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
fYear
2013
fDate
Sept. 30 2013-Oct. 2 2013
Firstpage
362
Lastpage
366
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on
Conference_Location
Pula
Type
conf
DOI
10.1109/MMSP.2013.6659315
Filename
6659315
Link To Document