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Exploring applications of Frozen Newton Method in the design of digital filter

Journal: International Journal of Advanced Trends in Computer Science and Engineering (IJATCSE) (Vol.10, No. 1)

Publication Date:

Authors : ;

Page : 175-180

Keywords : Digital FIR filters; Frequency sampling method; Frozen Newton method; Iterative computing; Taylor series expansion; Window method; Wavelet;

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Abstract

Digital filters are popularly used in digital signal processing. The design of these filters can be done using different methods of which the rectangular window method and Frequency sampling methods are commonly used. Filter design using wavelet coefficients also shows better response. In this paper, we explore the use of the Frozen Newton method in improving the response of the filter designed using these methods. This iterative computing is applied considering the Taylor series expansion of the function up to the first order term called the Jacobian.

Last modified: 2021-02-18 18:54:47