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VARIABLE FRACTIONAL DELAY FILTER DESIGN WITH DISCRETE COEFFICIENTS.

Authors :
HAI HUYEN DAM
KOK LAY TEO
Source :
Journal of Industrial & Management Optimization; Jul2016, Vol. 12 Issue 3, p819-831, 13p
Publication Year :
2016

Abstract

This paper investigates the optimal design of variable fractional delay (VFD) filter with discrete coefficients as a means of achieving low complexity and efficient hardware implementation. The filter coefficients are expressed as the sum of signed power-of-two (SPT) terms with a restriction on the total number of power-of-two terms. An optimization problem with least squares criterion is formulated as a mixed-integer programming problem. An optimal scaling factor quantization scheme is applied to the problem resulting in an optimal scaling factor quantized solution. This solution is then improved further by applying a discrete filled function, that has been extended for a mixed integer optimization problem. To apply the discrete filled function method, it requires multiple calculations of the objective function around the neighborhood of a searched point. Thus, an updating scheme is developed to effiiciently calculate the objective function in a neighborhood of a point. Design examples demonstrate the effectiveness of the proposed optimization approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15475816
Volume :
12
Issue :
3
Database :
Complementary Index
Journal :
Journal of Industrial & Management Optimization
Publication Type :
Academic Journal
Accession number :
111992675
Full Text :
https://doi.org/10.3934/jimo.2016.12.819