Title :
Standard filter approximations for low power Continuous Wavelet Transforms
Author :
Casson, Alexander J. ; Rodriguez-Villegas, Esther
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
Analogue domain implementations of the Continuous Wavelet Transform (CWT) have proved popular in recent years as they can be implemented at very low power consumption levels. This is essential for use in wearable, long term physiological monitoring systems. Present analogue CWT implementations rely on taking mathematical a approximation of the wanted mother wavelet function to give a filter transfer function that is suitable for circuit implementation. This paper investigates the use of standard filter approximations (Butterworth, Chebyshev, Bessel) as an alternative wavelet approximation technique. This extends the number of approximation techniques available for generating analogue CWT filters. An example ECG analysis shows that signal information can be successfully extracted using these CWT approximations.
Keywords :
Butterworth filters; Chebyshev filters; electrocardiography; low-power electronics; medical signal processing; patient monitoring; wavelet transforms; Bessel function; Butterworth function; Chebyshev function; ECG analysis; analogue CWT filter; analogue CWT implementation; filter transfer function; low power continuous wavelet transform; standard filter approximations; wanted mother wavelet function; wearable long term physiological monitoring; Chebyshev approximation; Continuous wavelet transforms; Electrocardiography; Wavelet analysis; Algorithms; Arrhythmias, Cardiac; Artificial Intelligence; Diagnosis, Computer-Assisted; Electrocardiography; Humans; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Wavelet Analysis;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5627245