DocumentCode :
1778555
Title :
Implementation and simulation of IIR digital filters in FPGA using MatLab system generator
Author :
Vivas Gonzalez, Edilberto Carlos ; Rivera Pinzon, Diego Mauricio ; Gomez, Edwar Jacinto
Author_Institution :
Dept. de Ing. Mec., Univ. Libre, Bogota, Colombia
fYear :
2014
fDate :
16-17 Oct. 2014
Firstpage :
1
Lastpage :
5
Abstract :
This article shows a procedure for IIR digital filters implementation using MatLab System Generator for testing and verification of results. In this particular case, the IIR filters are expressed in a State-Space representation, and the coefficients of the filter matrix are given in a fixed point format. This procedure aims to make implementations on devices with finite accuracy. Thus, the implementation is done using a state equation model with balanced realizations because of its numerical properties. The balanced forms exhibit low sensitivity to parameter variations, and avoid, to some extent, the numeric overflow. A user interface is designed in order to enter the filter transfer function or the filter state equation, and it automatically generates the VHDL language in a standard format compatible with the format used in a Black Box object of the System Generator. In this work, a 4th order low-pass Butterworth filter was implemented as an example of the methodology in a Xilinx FPGA device. The practical results obtained are shown.
Keywords :
Butterworth filters; IIR filters; field programmable gate arrays; hardware description languages; logic testing; low-pass filters; transfer functions; user interfaces; IIR digital filters; MatLab system generator; VHDL language; Xilinx FPGA device; black box object; field programmable gate arrays; filter matrix; filter state equation; filter transfer function; fouth order low-pass Butterworth filter; numerical properties; state equation model; user interface; Digital filters; Equations; Field programmable gate arrays; Generators; IIR filters; Mathematical model; Registers; FPGA; Fixed-Point notation; MatLab System Generator; State-Space representation; digital filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (CWCAS), 2014 IEEE 5th Colombian Workshop on
Conference_Location :
Bogota
Print_ISBN :
978-1-4799-6838-1
Type :
conf
DOI :
10.1109/CWCAS.2014.6994612
Filename :
6994612
Link To Document :
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