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Two-level clustering-based techniques for intelligent droplet routing in digital microfluidic biochips

机译:基于两级聚类的数字微流控生物芯片中智能液滴路由技术

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摘要

Current development of micro fabrication and microfluidic technology enables the digital microfluidic biochips (DMFB) to offer a platform for developing diagnostic applications with the advantages of portability, increased automation, low-power consumption, ease of mass manufacturing, and high throughput. A digital microfluidic system typically consists of a planar array of cells with electrodes that control individual droplets of biological samples. Chemical analysis is performed by moving, mixing, and splitting of droplets. A major issue in biochip layout design is the coordination of simultaneous movement of multiple droplets. It involves the scheduling of movement of a number of droplets in a time-multiplexed manner to avoid their cross-contamination. In this paper we propose a clustering technique to achieve routing of maximum number of samples from a given set of sub-problems in the same planar array with intelligent collision avoidance. A new cluster-based route-aware placement technique is also proposed that enhances the performance of droplet routing, accommodating larger number of concurrently routed sub-problems in the same planar array. The objectives considered are minimizing the latest arrival time of droplets, total routing time of droplets and the overall cell utilization. Experimental simulation results obtained using testbenches for benchmark suite Ⅲ are found to be better than the recent existing works.
机译:当前微制造和微流体技术的发展使数字微流体生物芯片(DMFB)可以提供具有便携性,增加的自动化,低功耗,易于批量生产和高产量等优点的诊断应用开发平台。数字微流体系统通常由带有电极的细胞平面阵列组成,该电极控制生物样品的各个液滴。化学分析是通过液滴的移动,混合和分裂进行的。生物芯片布局设计中的主要问题是多个液滴同时运动的协调。它涉及以时分多路复用的方式调度多个液滴的运动,以避免它们的交叉污染。在本文中,我们提出了一种聚类技术,可以在避免智能碰撞的情况下,路由来自同一平面阵列中给定子问题集的最大样本数。还提出了一种新的基于簇的路由感知布局技术,该技术可增强液滴路由的性能,在同一平面阵列中容纳更多同时路由的子问题。所考虑的目标是最大程度地减少液滴的最新到达时间,液滴的总布线时间以及整个细胞利用率。发现使用基准测试套件Ⅲ的测试平台获得的实验模拟结果要优于最近的现有工作。

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