Title :
Phase Space Signal Filtering
Author :
Neves, Jose Alberto Campos ; Femandes, J.C.A. ; Restivo, Francisco
Author_Institution :
Lusiada Univ., Lisbon
Abstract :
In this article we propose an approach based on the analysis of phase space of time series, in order to improve the filtering process. In some applications the traditional filtering process can produce results that lead to a insufficient representation of the information contained in the signal. Using phase space we can have a different meaning for noise, its correlation with the signal and a supporting theory for accurate filtering.
Keywords :
chaos; filtering theory; phase space methods; signal classification; time series; chaotic theory; phase space signal filtering; signal classification; time series; Band pass filters; Frequency; Information filtering; Information filters; Noise reduction; Noise shaping; Phase noise; Shape; Signal analysis; Signal processing;
Conference_Titel :
Industrial Technology, 2006. ICIT 2006. IEEE International Conference on
Conference_Location :
Mumbai
Print_ISBN :
1-4244-0726-5
Electronic_ISBN :
1-4244-0726-5
DOI :
10.1109/ICIT.2006.372507