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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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 |
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Engineering Algorithm Lau, Tang Sian Development of algorithm(s) to process data obtained from electrochemical glucose sensors |
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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 |
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Nanyang Technological University |
publishDate |
2024 |
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https://hdl.handle.net/10356/177092 |
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1814047194893778944 |