Fast and Energy-Efficient Digital Filters for Signal Conditioning in Low-Power Microcontrollers

TitleFast and Energy-Efficient Digital Filters for Signal Conditioning in Low-Power Microcontrollers
Publication TypeConference Paper
Year of Publication2017
AuthorsMoreno, C., and S. Fischmeister
Conference NameDesign Automation Conference (DAC)
Conference LocationAustin, USA
Abstract

Embedded systems often use digital filtering after analogto-digital conversion when signal conditioning is required. However, digital filters are computationally demanding, making them unsuitable for low-power microcontrollers.

In this paper, we propose a fast and energy-efficient digital filtering technique based on look-up tables. The novelty in our technique is the use of multiple small LUTs, with a novel way to combine them to reduce the quantization error. As an additional novelty element, we propose a new inputcentric efficient implementation, specific to LUT-based software filters. Experimental results confirm the technique's remarkable potential for speed as well as its energy efficiency.

DOI10.1145/3061639.3062245
Refereed DesignationRefereed
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Opportunities

Looking for motivated students (undergrads and grads) interested in working on embedded software and systems research. Mail Sebastian Fischmeister for further information.