TY - JOUR
T1 - Efficient one-pass synthesis for digital microfluidic biochips
AU - Mohammadzadeh, Naser
AU - Wille, Robert
AU - Keszocze, Oliver
N1 - Publisher Copyright:
© 2021 ACM.
PY - 2021/4
Y1 - 2021/4
N2 - Digital microfluidics biochips are a promising emerging technology that provides fluidic experimental capabilities on a chip (i.e., following the lab-on-a-chip paradigm). However, the design of such biochips still constitutes a challenging task that is usually tackled by multiple individual design steps, such as binding, scheduling, placement, and routing. Performing these steps consecutively may lead to design gaps and infeasible results. To address these shortcomings, the concept of one-pass design for digital microfluidics biochips has recently been proposed - a holistic approach avoiding the design gaps by considering the whole synthesis process as large. But implementations of this concept available thus far suffer from either high computational effort or costly results. In this article, we present an efficient one-pass solution that is runtime efficient (i.e., rarely needing more than a second to successfully synthesize a design) while, at the same time, producing better results than previously published heuristic approaches. Experimental results confirm the benefits of the proposed solution and allow for realizing really large assays composed of thousands of operations in reasonable runtime.
AB - Digital microfluidics biochips are a promising emerging technology that provides fluidic experimental capabilities on a chip (i.e., following the lab-on-a-chip paradigm). However, the design of such biochips still constitutes a challenging task that is usually tackled by multiple individual design steps, such as binding, scheduling, placement, and routing. Performing these steps consecutively may lead to design gaps and infeasible results. To address these shortcomings, the concept of one-pass design for digital microfluidics biochips has recently been proposed - a holistic approach avoiding the design gaps by considering the whole synthesis process as large. But implementations of this concept available thus far suffer from either high computational effort or costly results. In this article, we present an efficient one-pass solution that is runtime efficient (i.e., rarely needing more than a second to successfully synthesize a design) while, at the same time, producing better results than previously published heuristic approaches. Experimental results confirm the benefits of the proposed solution and allow for realizing really large assays composed of thousands of operations in reasonable runtime.
KW - Digital microfluidic biochip (DMFB)
KW - design automation
KW - one-pass synthesis
UR - http://www.scopus.com/inward/record.url?scp=85104940715&partnerID=8YFLogxK
U2 - 10.1145/3446880
DO - 10.1145/3446880
M3 - Article
AN - SCOPUS:85104940715
SN - 1084-4309
VL - 26
JO - ACM Transactions on Design Automation of Electronic Systems
JF - ACM Transactions on Design Automation of Electronic Systems
IS - 4
M1 - 27
ER -