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Formal Synthesis of Adaptive Droplet Routing for MEDA Biochips

Publication ,  Journal Article
Elfar, M; Liang, TC; Chakrabarty, K; Pajic, M
Published in: IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems
August 1, 2022

A digital microfluidic biochip (DMFB) enables the miniaturization of immunoassays, point-of-care clinical diagnostics, and DNA sequencing. A recent generation of DMFBs uses a microelectrode-dot-array (MEDA) architecture, which provides fine-grained control of droplets and real-time droplet sensing using CMOS technology. However, microelectrodes in a MEDA biochip can degrade due to charge trapping when they are repeatedly charged and discharged during bioassay execution; such degradation leads to the failure of microelectrodes and erroneous bioassay outcomes. To address this problem, we first introduce a new microelectrode-cell design such that we can obtain the health status of all the microelectrodes in a MEDA biochip by employing the inherent sensing mechanism. Next, we present a stochastic game-based model for droplet manipulation, and a formal synthesis method for droplet routing that can dynamically change droplet transportation routes. This adaptation is based on the real-time health information obtained from microelectrodes. Comprehensive simulation results for four real-life bioassays show that our method increases the likelihood of successful bioassay completion with negligible impact on time-to-results.

Duke Scholars

Published In

IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems

DOI

EISSN

1937-4151

ISSN

0278-0070

Publication Date

August 1, 2022

Volume

41

Issue

8

Start / End Page

2504 / 2517

Related Subject Headings

  • Computer Hardware & Architecture
  • 4607 Graphics, augmented reality and games
  • 4009 Electronics, sensors and digital hardware
  • 1006 Computer Hardware
  • 0906 Electrical and Electronic Engineering
 

Citation

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Elfar, M., Liang, T. C., Chakrabarty, K., & Pajic, M. (2022). Formal Synthesis of Adaptive Droplet Routing for MEDA Biochips. IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems, 41(8), 2504–2517. https://doi.org/10.1109/TCAD.2021.3110190
Elfar, M., T. C. Liang, K. Chakrabarty, and M. Pajic. “Formal Synthesis of Adaptive Droplet Routing for MEDA Biochips.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 8 (August 1, 2022): 2504–17. https://doi.org/10.1109/TCAD.2021.3110190.
Elfar M, Liang TC, Chakrabarty K, Pajic M. Formal Synthesis of Adaptive Droplet Routing for MEDA Biochips. IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems. 2022 Aug 1;41(8):2504–17.
Elfar, M., et al. “Formal Synthesis of Adaptive Droplet Routing for MEDA Biochips.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems, vol. 41, no. 8, Aug. 2022, pp. 2504–17. Scopus, doi:10.1109/TCAD.2021.3110190.
Elfar M, Liang TC, Chakrabarty K, Pajic M. Formal Synthesis of Adaptive Droplet Routing for MEDA Biochips. IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems. 2022 Aug 1;41(8):2504–2517.

Published In

IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems

DOI

EISSN

1937-4151

ISSN

0278-0070

Publication Date

August 1, 2022

Volume

41

Issue

8

Start / End Page

2504 / 2517

Related Subject Headings

  • Computer Hardware & Architecture
  • 4607 Graphics, augmented reality and games
  • 4009 Electronics, sensors and digital hardware
  • 1006 Computer Hardware
  • 0906 Electrical and Electronic Engineering