Title :
A high accuracy continuous wavelet function approximation for implantable device applications
Author :
Qingyun Ma ; Haider, Mohammad Rafiqul
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alabama at Birmingham, Birmingham, AL, USA
Abstract :
Wavelets as one of the most important signal processing tools are widely used in biosignal research. The continuous wavelet transform based on an analog circuit implementation offers power-efficient real-time signal processing. This paper presents a complexity reduction method of an analog wavelet filter design. The Chebyshev polynomial with higher accuracy approximation is utilized in the wavelet design. In order to simplify the circuit implementation, the transfer function is transformed into the multiplication of biquads. For the proof-of-concept, a Mexican hat wavelet filter circuit is implemented as the multiplication of biquads. The measurement results show that the proposed design process offers higher accuracy approximation and less complex method for the implementation of analog wavelet transform circuit.
Keywords :
Chebyshev approximation; filtering theory; signal processing; wavelet transforms; Chebyshev polynomial; analog wavelet filter design; biosignal research; complexity reduction method; continuous wavelet transform; high accuracy continuous wavelet function approximation; implantable device applications; signal processing tools; transfer function; Chebyshev approximation; Gain measurement; Wavelet transforms; Chebyshev approximation; Taylor´s approximation; continuous wavelet function; implantable system;
Conference_Titel :
Electrical and Computer Engineering (ICECE), 2014 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-4167-4
DOI :
10.1109/ICECE.2014.7026881