DocumentCode
1947261
Title
Dynamic multiobjective optimization management of the Energy-Performance-Accuracy space for separable 2-D complex filters
Author
Llamocca, Daniel ; Carranza, Cesar ; Pattichis, Marios
fYear
2012
fDate
29-31 Aug. 2012
Firstpage
579
Lastpage
582
Abstract
We present a dynamic framework for 2D complex filter implementation that is based on a multi-objective optimization scheme that generates Pareto-optimal realizations from the Energy-Performance-Accuracy (EPA) space. The EPA space is created by evaluating the 2D complex filter realizations in terms of their required energy, accuracy, and performance. Dynamic EPA management, carried out via Dynamic Partial Reconfiguration (DPR) and Dynamic Frequency Control, then consists on selecting Pareto-optimal realizations that meet time-varying EPA requirements. We demonstrate dynamic EPA management by applying a complex filter to a standard video sequence.
Keywords
Pareto optimisation; filtering theory; frequency control; image sequences; DPR; EPA space; Pareto-optimal realizations; dynamic EPA management; dynamic frequency control; dynamic multiobjective optimization management scheme; dynamic partial reconfiguration; energy-performance-accuracy space; separable 2D complex filters; standard video sequence; time-varying EPA requirements; Accuracy; Band pass filters; Clocks; Finite impulse response filter; Gabor filters; IP networks; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Field Programmable Logic and Applications (FPL), 2012 22nd International Conference on
Conference_Location
Oslo
Print_ISBN
978-1-4673-2257-7
Electronic_ISBN
978-1-4673-2255-3
Type
conf
DOI
10.1109/FPL.2012.6339211
Filename
6339211
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