Paper Info
Title
Factors impacting accurate Cole-impedance extractions from magnitude-only measurements
Abstract
The Cole impedance model is widely used in applications involving the electrical impedance of biological tissues. Typically requiring post-processing to determine its four parameters from electrical impedance measurements. Here, a nonlinear least squares optimization routine is applied to extract the Cole impedance parameters from collected magnitude responses (not requiring direct impedance measurements). The aim is to quantify the impact of the measured frequency range, number of collected datapoints, and level of noise in the magnitude-only measurements on the accuracy of the extracted parameters. Further investigating the impact the optimization settings have on the accuracy and time required to extract the parameters. The aim is to understand these factors' effects towards the implementation of embedded systems utilizing this method to extract the impedance parameters.
Year
DOI
Venue
2016
10.1109/SMC.2016.7844245
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Keywords
Field
DocType
biological tissues,embedded systems,Cole impedance parameter extraction,nonlinear least squares optimization,electrical impedance measurements,magnitude-only measurements
Impedance parameters,Magnitude (mathematics),Control theory,Computer science,Signal-to-noise ratio,Electrical impedance,Focused Impedance Measurement,Nonlinear least squares optimization
Conference
ISSN
ISBN
Citations 
1062-922X
978-1-5090-1898-7
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Todd J. Freeborn110914.27
Ahmed S. Elwakil241076.61
Brent Maundy318238.61