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arxiv: 1808.03388 · v1 · pith:5IR4IECJnew · submitted 2018-08-10 · 💻 cs.ET · cs.LG· stat.ML

Code-division multiplexed resistive pulse sensor networks for spatio-temporal detection of particles in microfluidic devices

classification 💻 cs.ET cs.LGstat.ML
keywords microfluidicsensorscodecodescombinesdevicesmultiplexingnetwork
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Spatial separation of suspended particles based on contrast in their physical or chemical properties forms the basis of various biological assays performed on lab-on-achip devices. To electronically acquire this information, we have recently introduced a microfluidic sensing platform, called Microfluidic CODES, which combines the resistive pulse sensing with the code division multiple access in multiplexing a network of integrated electrical sensors. In this paper, we enhance the multiplexing capacity of the Microfluidic CODES by employing sensors that generate non-orthogonal code waveforms and a new decoding algorithm that combines machine learning techniques with minimum mean-squared error estimation. As a proof of principle, we fabricated a microfluidic device with a network of 10 code-multiplexed sensors and characterized it using cells suspended in phosphate buffer saline solution.

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