publication . Report . 2016

Fpga Based Data Smoother For Sensor Data

Banjac, Jelena; Faerber, Christian Faerber; Machen, Jonathan; Garnier, Jean-Christophe Garnier;
Open Access
  • Published: 05 Oct 2016
  • Publisher: Zenodo
Abstract
Project Specification In this project it should be tested to use a sensor smoothing algorithm on an FPGA to directly reduce the noise on raw sensor data in general. Noise is a large issue for all high energy physics detectors and it is quite common to use some kind of pre-processing like clustering to reduce the needed bandwidth and reduce the later needed processing complexity due to combinatorics. For sensor data from vibrations monitoring systems the reduction of noise is the main issue. Different smoothing algorithms will be investigated and afterwards implemented on a modern Cyclon V SOC FPGA. The data source will be a vibration sensor foreseen for monitori...
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Subjects
arXiv: Computer Science::Hardware Architecture
free text keywords: CERN openlab summer student, CERN openlab summer student
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ZENODO
Report . 2016
Provider: ZENODO
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