Development of algorithm(s) to process data obtained from electrochemical glucose sensors

This research is part of a collaborative effort between my supervisor’s research group and NTU to explore various ideas with the focus on the development of wearable sensors to measure the concentration of physiological parameters in one’s body fluid. The focus of this project is to develop an al...

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Main Author: Lau, Tang Sian
Other Authors: Poenar Daniel Puiu
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/177092
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1770922024-05-31T15:43:02Z Development of algorithm(s) to process data obtained from electrochemical glucose sensors Lau, Tang Sian Poenar Daniel Puiu School of Electrical and Electronic Engineering EPDPuiu@ntu.edu.sg Engineering Algorithm This research is part of a collaborative effort between my supervisor’s research group and NTU to explore various ideas with the focus on the development of wearable sensors to measure the concentration of physiological parameters in one’s body fluid. The focus of this project is to develop an algorithm that can analyse the signal readings from these technologies which are of known levels of dissolved oxygen (DO), glucose and alcohol concentration and comparing them to the voltage and current outputs. The algorithm must be able to subsequently generate the calibration curve between the peak current outputs and the concentrations, so that the concentration of unknown sample can be calculated based on the measured current signals. Figure 1 Schematic of algorithm flow. This project will explore the different signal processing methods like cleaning of data, rotating of data sets, pinpointing maximum points, and deriving linear relationship. The report will discuss about the usefulness of these methods and the application to each parameter. Bachelor's degree 2024-05-27T02:41:39Z 2024-05-27T02:41:39Z 2024 Final Year Project (FYP) Lau, T. S. (2024). Development of algorithm(s) to process data obtained from electrochemical glucose sensors. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/177092 https://hdl.handle.net/10356/177092 en B2168-231 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
Algorithm
spellingShingle Engineering
Algorithm
Lau, Tang Sian
Development of algorithm(s) to process data obtained from electrochemical glucose sensors
description This research is part of a collaborative effort between my supervisor’s research group and NTU to explore various ideas with the focus on the development of wearable sensors to measure the concentration of physiological parameters in one’s body fluid. The focus of this project is to develop an algorithm that can analyse the signal readings from these technologies which are of known levels of dissolved oxygen (DO), glucose and alcohol concentration and comparing them to the voltage and current outputs. The algorithm must be able to subsequently generate the calibration curve between the peak current outputs and the concentrations, so that the concentration of unknown sample can be calculated based on the measured current signals. Figure 1 Schematic of algorithm flow. This project will explore the different signal processing methods like cleaning of data, rotating of data sets, pinpointing maximum points, and deriving linear relationship. The report will discuss about the usefulness of these methods and the application to each parameter.
author2 Poenar Daniel Puiu
author_facet Poenar Daniel Puiu
Lau, Tang Sian
format Final Year Project
author Lau, Tang Sian
author_sort Lau, Tang Sian
title Development of algorithm(s) to process data obtained from electrochemical glucose sensors
title_short Development of algorithm(s) to process data obtained from electrochemical glucose sensors
title_full Development of algorithm(s) to process data obtained from electrochemical glucose sensors
title_fullStr Development of algorithm(s) to process data obtained from electrochemical glucose sensors
title_full_unstemmed Development of algorithm(s) to process data obtained from electrochemical glucose sensors
title_sort development of algorithm(s) to process data obtained from electrochemical glucose sensors
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/177092
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