Design of Fast Second-Order IIR Low-Pass Filter Based on Parameter Optimization

Abstract:

Second-order IIR low-pass filter is widely used in digital signal processing. A fast filter algorithm without multiplication is proposed for it in this paper. A configuration method for the filter coefficient of fast algorithm is put forward, considering the characteristic of second-order IIR low-pass filter coefficient and the filter’s mathematical model. A performance analysis of fast second-order IIR low-pass filter without multiplication is shown in the paper, and the performance of the fast filter is shown by example using MATLAB simulation. What’s more, the algorithm’s rapidity is verified by an implementation of the filter on FPGA, which turns out that fast filtering algorithm takes only 54.7% of common algorithm’s operation time to realize the same filer function.

• Periodical: Applied Mechanics and Materials (Volumes 644-650)
• Pages: 4382-4386
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.644-650.4382
• Online since: September 2014
• Authors: Qi Rui Li*, Ming Ming Jiang, Bing Luo, Xiao Ping Hu, Kang Hua Tang
• Keywords: Fast Algorithm, FPGA, MATLAB, Parameter Optimization, Second-Order IIR Low-Pass Filter

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