DocumentCode
1854967
Title
Design of 2D error feedback network based on combinational optimization of coefficients sets
Author
Nakamoto, M. ; Hinamoto, T. ; Sano, T.
Author_Institution
Graduate Sch. of Eng., Hiroshima Univ., Higashi-Hiroshima, Japan
Volume
2
fYear
2004
fDate
25-28 July 2004
Abstract
In realization of recursive digital filters with fixed point arithmetic, an error caused by roundoff arises and the error feedback (EF) is an effective method to reduce the roundoff noise. It is desirable to design the EF using as few parameters as possible in order to keep costs low. In this paper, we propose a design method of 2D EF network under some constraints. Here, to reduce the cost, we propose some EF coefficients sets and let the elements have the same absolute value. In order to optimize the coefficients sets, we propose an algorithm by using the genetic algorithm (GA). In the numerical example, we demonstrate the effectiveness of the proposed method.
Keywords
combinatorial mathematics; feedback; fixed point arithmetic; genetic algorithms; optimisation; recursive filters; roundoff errors; coefficients sets; combinational optimization; error feedback; fixed point arithmetic; genetic algorithm; recursive digital filters; roundoff error; Costs; Design methodology; Design optimization; Digital filters; Feedback; Fixed-point arithmetic; Noise reduction; Optimization methods; Quantization; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
Print_ISBN
0-7803-8346-X
Type
conf
DOI
10.1109/MWSCAS.2004.1354096
Filename
1354096
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