Looking for motivated students (undergrads and grads) interested in working on embedded software and systems research. Mail Sebastian Fischmeister for further information.
Title | Fast and Energy-Efficient Digital Filters for Signal Conditioning in Low-Power Microcontrollers |
Publication Type | Conference Paper |
Year of Publication | 2017 |
Authors | Moreno, C., and S. Fischmeister |
Conference Name | Design Automation Conference (DAC) |
Conference Location | Austin, 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. |
DOI | 10.1145/3061639.3062245 |
Refereed Designation | Refereed |