A Comparative Study for Performance and Power Consumption of FPGA Digital Interpolation Filters
2017
The development of FPGA-based digital signal
processing devices has been gaining attention. Researchers seek
to reduce power consumption and enhance signal processing
quality in these devices with given resources and spatial limits.
Hence, there is a need to investigate both the capability and the
power consumption associated with the various digital filtering
schemes commonly used in FPGA-based devices. We carry out
a set of performance and power consumption measurements
of interpolation filters using an FPGA and other basic signal
processing building blocks. We compare the signal processing
performance with theoretical prediction, and measure the power
consumed by the filters. Our experimental measurements also
confirm the accuracy of the numerical tools used for predicting
FPGA power consumption. This paper is aimed at providing a
framework to accurately test basic signal processing across various
interpolation schemes and compare the respective schemes’
software-side contributions to power consumption and filtering
quality.
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