Measurement system for low frequency and low amplitude AC voltage of given frequency

This work is about digital signal processing methods to be used to determine information of low frequency low amplitude signals of known frequency. Different adaptive filter concepts such as Wiener filter, NLMS filter and lock-in are implemented and compared to each other. The comparison carried out...

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Main Author: Kaltenböck, Viktor
Format: Others
Language:English
Published: Högskolan i Gävle, Elektronik 2019
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-30201
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spelling ndltd-UPSALLA1-oai-DiVA.org-hig-302012019-06-26T22:11:49ZMeasurement system for low frequency and low amplitude AC voltage of given frequencyengKaltenböck, ViktorHögskolan i Gävle, Elektronik2019Signal ProcessingSignalbehandlingThis work is about digital signal processing methods to be used to determine information of low frequency low amplitude signals of known frequency. Different adaptive filter concepts such as Wiener filter, NLMS filter and lock-in are implemented and compared to each other. The comparison carried out for different input signal amplitude and noise variance with the objective to find the best algorithm for noise cancelling. The comparison is done using a signal of interest combined with white noise as input to the filter element. The aim of the comparison is to find the most appropriate filter for further signal analyzis. The key topics for the evaluation are the efficiency of noise cancelling and ease of implementation in a data processing unit. Student thesisinfo:eu-repo/semantics/bachelorThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-30201application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic Signal Processing
Signalbehandling
spellingShingle Signal Processing
Signalbehandling
Kaltenböck, Viktor
Measurement system for low frequency and low amplitude AC voltage of given frequency
description This work is about digital signal processing methods to be used to determine information of low frequency low amplitude signals of known frequency. Different adaptive filter concepts such as Wiener filter, NLMS filter and lock-in are implemented and compared to each other. The comparison carried out for different input signal amplitude and noise variance with the objective to find the best algorithm for noise cancelling. The comparison is done using a signal of interest combined with white noise as input to the filter element. The aim of the comparison is to find the most appropriate filter for further signal analyzis. The key topics for the evaluation are the efficiency of noise cancelling and ease of implementation in a data processing unit.
author Kaltenböck, Viktor
author_facet Kaltenböck, Viktor
author_sort Kaltenböck, Viktor
title Measurement system for low frequency and low amplitude AC voltage of given frequency
title_short Measurement system for low frequency and low amplitude AC voltage of given frequency
title_full Measurement system for low frequency and low amplitude AC voltage of given frequency
title_fullStr Measurement system for low frequency and low amplitude AC voltage of given frequency
title_full_unstemmed Measurement system for low frequency and low amplitude AC voltage of given frequency
title_sort measurement system for low frequency and low amplitude ac voltage of given frequency
publisher Högskolan i Gävle, Elektronik
publishDate 2019
url http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-30201
work_keys_str_mv AT kaltenbockviktor measurementsystemforlowfrequencyandlowamplitudeacvoltageofgivenfrequency
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