Title :
A real-time system for denoising of signals in continuous streams through the wavelet transform
Author :
Mota, Hilton de Oliveira ; Vasconcelos, Flavio Henrique ; da Silva, Rogerio Martins
Author_Institution :
UNI-BH, 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 the data to be continuously processed while they are acquired. 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 on its configuration. The achieved performance and potential applications are discussed at the end of the text.
Keywords :
discrete wavelet transforms; real-time systems; signal denoising; data continuous streams; discrete wavelet transform; memory bus; real time system; signal denoising; signal processing algorithms; Continuous wavelet transforms; Discrete wavelet transforms; Filter bank; Fourier transforms; Hardware; Noise reduction; Real time systems; Signal processing; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Signals, Circuits and Systems, 2005. ISSCS 2005. International Symposium on
Print_ISBN :
0-7803-9029-6
DOI :
10.1109/ISSCS.2005.1511269