Title :
Data processing system for denoising of signals in real-time using the wavelet transform
Author :
Mota, Hilton De O ; Vasconcelos, Flávio H.
Author_Institution :
Electr. Eng. Post-graduate Program, Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil
Abstract :
This paper describes a system able to acquire, process and eliminate noise in continuous streams of data in real-time. The signal processing algorithms were based on the discrete wavelet transform and employ a new approach to deal with border problems, allowing to process the data continuously. The system was implemented using a DSP coupled to a digitizer through its external memory bus to guarantee deterministic behavior while maintaining some degree of flexibility in its configuration. The achieved performance and potential applications are discussed at the end of the text.
Keywords :
discrete wavelet transforms; signal denoising; continuous stream; data processing system; discrete wavelet transform; external memory bus; real-time system; signal denoising; signal processing algorithm; Continuous wavelet transforms; Data processing; Discrete wavelet transforms; Filter bank; Fourier transforms; Noise reduction; Real time systems; Signal processing; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Intelligent Solutions in Embedded Systems, 2005. Third International Workshop on
Print_ISBN :
3-902463-03-1
DOI :
10.1109/WISES.2005.1438721