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

Ningquan Wang, Ruxiu Liu, R. Khodambashi, Norh Asmare, A. F. Sarioglu
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引用次数: 1

Abstract

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-a-chip 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.
用于微流控装置中粒子时空检测的码分多路电阻脉冲传感器网络
悬浮颗粒的空间分离基于其物理或化学性质的对比,形成了在芯片实验室设备上进行各种生物分析的基础。为了以电子方式获取这些信息,我们最近推出了一种微流控传感平台,称为微流控代码,它将电阻脉冲传感与集成电子传感器网络中的码分多址相结合。在本文中,我们通过使用产生非正交码波形的传感器和将机器学习技术与最小均方误差估计相结合的新解码算法来增强微流控码的多路复用能力。作为原理证明,我们制造了一个微流控装置,其中包含10个码复用传感器网络,并使用悬浮在磷酸盐缓冲盐水溶液中的细胞对其进行了表征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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