TY - JOUR
T1 - Wireless Communication Techniques for Improved Detection Fidelity in Microfluidic Impedance Cytometry using Space-Time Coded Electrodes
AU - Tayyab, Muhammad
AU - Javanmard, Mehdi
N1 - Publisher Copyright:
© 2001-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - Microfluidic flow cytometry may be used to provide important knowledge about the characteristics of microparticles, including cell size, intracellular organelles, and DNA damage response. Since there is so much study in this field, several strategies have been used to improve the system's effectiveness in a variety of areas, including sample preparation, sensing modalities, and data analysis. Due to the simplicity with which electrical components may be downsized, reduced cost, portability and simplicity of the system, impedance-based detection offers an inherent benefit over various sensing modalities. Although electrical-based cytometry systems have a number of benefits over their optical equivalents, some problems still need to be resolved before standalone point-of-care (POC) solutions can be achieved. False peak counts caused by spurious interference, which can taint the accurate cytometry counts, are one of the key issues with electrical-based systems. In this paper, we introduce a novel algorithm for error correction employing space time coded electrodes as a first step towards a viable solution. Using our novel symbol combining approach, we are able to increase the signal detection fidelity through an improvement in signal-to-noise ratio (SNR) of 3 times compared to simple thresholding. Based on the increased SNR, we present a smart thresholding technique to increase signal fidelity and reduce the effects of spurious peaks and noise.
AB - Microfluidic flow cytometry may be used to provide important knowledge about the characteristics of microparticles, including cell size, intracellular organelles, and DNA damage response. Since there is so much study in this field, several strategies have been used to improve the system's effectiveness in a variety of areas, including sample preparation, sensing modalities, and data analysis. Due to the simplicity with which electrical components may be downsized, reduced cost, portability and simplicity of the system, impedance-based detection offers an inherent benefit over various sensing modalities. Although electrical-based cytometry systems have a number of benefits over their optical equivalents, some problems still need to be resolved before standalone point-of-care (POC) solutions can be achieved. False peak counts caused by spurious interference, which can taint the accurate cytometry counts, are one of the key issues with electrical-based systems. In this paper, we introduce a novel algorithm for error correction employing space time coded electrodes as a first step towards a viable solution. Using our novel symbol combining approach, we are able to increase the signal detection fidelity through an improvement in signal-to-noise ratio (SNR) of 3 times compared to simple thresholding. Based on the increased SNR, we present a smart thresholding technique to increase signal fidelity and reduce the effects of spurious peaks and noise.
KW - Biosensors
KW - Impedance spectroscopy
KW - Wireless communications
KW - space-time coding
UR - http://www.scopus.com/inward/record.url?scp=85211596199&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85211596199&partnerID=8YFLogxK
U2 - 10.1109/JSEN.2024.3506697
DO - 10.1109/JSEN.2024.3506697
M3 - Article
AN - SCOPUS:85211596199
SN - 1530-437X
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
ER -