Title :
Continuous Marr Wavelet Transform Based on Ladder Structure Log-domain Filter
Author_Institution :
Coll. of Electr. & Inf. Eng., Hunan Univ. of Technol., Zhuzhou, China
Abstract :
A novel implementation of continuous Marr wavelet transform based on ladder structure log-domain integrator filter is proposed. Marr mother wavelet is approximated by a parameterized class of function and with Levenbery-Marquardt nonlinear least square method, the optimum parameters of this function are obtained. The circuits of implementating Marr wavelet transform are composed of analog log-domain integrator filter whose impulse response is the required wavelet. The filter design is based on IFLF structure with CMOS log-domain integrators as the main building blocks. SPICE simulations show the proposed filter possesses almost ideal frequency responses, simple circuit topology, low sensitivity and optimum dynamic range etc.
Keywords :
CMOS analogue integrated circuits; SPICE; circuit simulation; frequency response; ladder filters; least squares approximations; network topology; transient response; wavelet transforms; CMOS log-domain integrator; IFLF structure; Levenbery-Marquardt nonlinear least square method; Marr mother wavelet; SPICE simulation; analog log-domain integrator filter; circuit topology; continuous Marr wavelet transform; filter design; frequency response; impulse response; ladder structure log-domain integrator filter; optimum dynamic range; optimum parameter; sensitivity; Approximation methods; CMOS integrated circuits; Continuous wavelet transforms; Maximum likelihood detection; Nonlinear filters; Continuous wavelet transform; Ladder structure; Log-domain integrator; nonlinear least square;
Conference_Titel :
Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-4893-5
DOI :
10.1109/ISDEA.2012.116