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A Reliability-Oriented Placement Algorithm for Reconfigurable Digital Microfluidic Biochips Using 3-D Deferred Decision Making Technique

Published: 01 August 2013 Publication History

Abstract

In recent studies, digital microfluidic biochips (DMFBs) have been a promising solution for lab-on-a-chip and bio-assay experiments because of their flexible application and low fabrication cost. However, the reliability problem is an imperative issue to guarantee the valid function of DMFBs. The reliability of DMFBs decreases when electrodes are excessively actuated, preventing droplets on DMFBs controlled successfully. Because the placement for bio-assays in DMFBs is a key step in generating corresponding actuating signals, the reliability of DMFBs must be considered during biochip placement to avoid excessive actuation. Although researchers have proposed several DMFB placement algorithms, they have failed to consider the reliability issue. In addition, previous algorithms were all based on the simulated-annealing (SA) method, which is time consuming and does not guarantee to obtain an optimal solution. This paper proposes the first reliability-oriented non-SA placement algorithm for DMFBs. This approach considers the reliability problem during placement, and uses the 3-D deferred decision making (3D-DDM) technique to enumerate only possible placement solutions. Large-scale DMFB placement can be synthesized efficiently by partitioning the operation sequential graph of bioassays. Experimental results demonstrate that the proposed technique can achieve reliability-oriented placement for DMFBs without excessive actuation in each electrode, while optimizing bioassay completion time.

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  • (2023)A Module Placement Method for Digital Microfluidic Biochips Based on Security DesignProceedings of the 2023 13th International Conference on Communication and Network Security10.1145/3638782.3638789(40-45)Online publication date: 6-Dec-2023
  • (2023)Dynamic Adaptation Using Deep Reinforcement Learning for Digital Microfluidic BiochipsACM Transactions on Design Automation of Electronic Systems10.1145/363345829:2(1-24)Online publication date: 23-Nov-2023
  • (2023)Compiling Functions onto Digital MicrofluidicsProceedings of the 21st ACM/IEEE International Symposium on Code Generation and Optimization10.1145/3579990.3580023(136-148)Online publication date: 17-Feb-2023
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  1. A Reliability-Oriented Placement Algorithm for Reconfigurable Digital Microfluidic Biochips Using 3-D Deferred Decision Making Technique

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      cover image IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
      IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems  Volume 32, Issue 8
      August 2013
      156 pages

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      IEEE Press

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      Published: 01 August 2013

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      • (2023)A Module Placement Method for Digital Microfluidic Biochips Based on Security DesignProceedings of the 2023 13th International Conference on Communication and Network Security10.1145/3638782.3638789(40-45)Online publication date: 6-Dec-2023
      • (2023)Dynamic Adaptation Using Deep Reinforcement Learning for Digital Microfluidic BiochipsACM Transactions on Design Automation of Electronic Systems10.1145/363345829:2(1-24)Online publication date: 23-Nov-2023
      • (2023)Compiling Functions onto Digital MicrofluidicsProceedings of the 21st ACM/IEEE International Symposium on Code Generation and Optimization10.1145/3579990.3580023(136-148)Online publication date: 17-Feb-2023
      • (2022)Design-for-Reliability and Probability-Based Fault Tolerance for Paper-Based Digital Microfluidic Biochips with Multiple FaultsProceedings of the 27th Asia and South Pacific Design Automation Conference10.1109/ASP-DAC52403.2022.9712521(62-67)Online publication date: 17-Jan-2022
      • (2021)Placement of Digital Microfluidic Biochips via a New Evolutionary AlgorithmACM Transactions on Design Automation of Electronic Systems10.1145/346023026:6(1-22)Online publication date: 28-Jun-2021
      • (2021)Testing Path Searching for Digital Microfluidic Biochips based on the Improved Particle Swarm Optimization2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)10.1109/I2MTC50364.2021.9459800(1-6)Online publication date: 17-May-2021
      • (2020)Adaptive droplet routing in digital microfluidic biochips using deep reinforcement learningProceedings of the 37th International Conference on Machine Learning10.5555/3524938.3525500(6050-6060)Online publication date: 13-Jul-2020
      • (2020)A performance-optimizing compiler for cyber-physical digital microfluidic biochipsProceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization10.1145/3368826.3377925(171-184)Online publication date: 22-Feb-2020
      • (2020)Lifetime Improvement of Digital Microfluidic Biochips based on the Improved Whale Optimization Algorithm for Protein Analysis Instrument System2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)10.1109/I2MTC43012.2020.9129236(1-5)Online publication date: 25-May-2020
      • (2018)Multi-level droplet routing in active-matrix based digital-microfluidic biochipsProceedings of the 23rd Asia and South Pacific Design Automation Conference10.5555/3201607.3201618(46-51)Online publication date: 22-Jan-2018
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