TY - JOUR
T1 - Physical Co-Design of Flow and Control Layers for Flow-Based Microfluidic Biochips
AU - Wang, Qin
AU - Zou, Hao
AU - Yao, Hailong
AU - Ho, Tsung Yi
AU - Wille, Robert
AU - Cai, Yici
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2018/6
Y1 - 2018/6
N2 - Flow-based microfluidic biochips are attracting increasing attention with successful applications in biochemical experiments, point-of-care diagnosis, etc. Existing works in design automation consider the flow-layer design and control-layer design separately, lacking a global optimization and hence resulting in degraded routability and reliability. This paper presents a novel integrated physical co-design methodology, which seamlessly integrates the flow-layer and control-layer design stages. In the flow-layer design stage, a sequence-pair-based placement method is presented, which allows for an iterative placement refinement based on routing feedbacks. In the control-layer design stage, the minimum cost flow formulation is adopted to further improve the routability. Besides that, effective placement adjustment strategies are proposed to iteratively enhance the solution quality of the overall control-layer design. Experimental results show that compared with the existing work, the proposed design flow obtains an average reduction of 40.44% in flow-channel crossings, 31.95% in total chip area, and 22.02% in total flow-channel length. Moreover, all the valves are successfully routed in the control-layer design stage.
AB - Flow-based microfluidic biochips are attracting increasing attention with successful applications in biochemical experiments, point-of-care diagnosis, etc. Existing works in design automation consider the flow-layer design and control-layer design separately, lacking a global optimization and hence resulting in degraded routability and reliability. This paper presents a novel integrated physical co-design methodology, which seamlessly integrates the flow-layer and control-layer design stages. In the flow-layer design stage, a sequence-pair-based placement method is presented, which allows for an iterative placement refinement based on routing feedbacks. In the control-layer design stage, the minimum cost flow formulation is adopted to further improve the routability. Besides that, effective placement adjustment strategies are proposed to iteratively enhance the solution quality of the overall control-layer design. Experimental results show that compared with the existing work, the proposed design flow obtains an average reduction of 40.44% in flow-channel crossings, 31.95% in total chip area, and 22.02% in total flow-channel length. Moreover, all the valves are successfully routed in the control-layer design stage.
KW - Control-layer design
KW - flow-based microfluidic biochips
KW - flow-layer design
KW - physical co-design
UR - https://www.scopus.com/pages/publications/85029147253
U2 - 10.1109/TCAD.2017.2748003
DO - 10.1109/TCAD.2017.2748003
M3 - Article
AN - SCOPUS:85029147253
SN - 0278-0070
VL - 37
SP - 1157
EP - 1170
JO - IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
JF - IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IS - 6
ER -