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Journal ArticleDOI

Reliability Hardening Mechanisms in Cyber-Physical Digital-Microfluidic Biochips

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TLDR
An algorithm that minimizes the number of checkpoints and determines their locations to cover every path in a given droplet-routing solution is proposed, which provides reliability-hardening mechanisms for a wide class of cyber-physical DMFBs.
Abstract
In the area of biomedical engineering, digital-microfluidic biochips (DMFBs) have received considerable attention because of their capability of providing an efficient and reliable platform for conducting point-of-care clinical diagnostics. System reliability, in turn, mandates error-recoverability while implementing biochemical assays on-chip for medical applications. Unfortunately, the technology of DMFBs is not yet fully equipped to handle error-recovery from various microfluidic operations involving droplet motion and reaction. Recently, a number of cyber-physical systems have been proposed to provide real-time checking and error-recovery in assays based on the feedback received from a few on-chip checkpoints. However, to synthesize robust feedback systems for different types of DMFBs, certain practical issues need to be considered such as co-optimization of checkpoint placement, error-recoverability, and layout of droplet-routing pathways. For application-specific DMFBs, we propose here an algorithm that minimizes the number of checkpoints and determines their locations to cover every path in a given droplet-routing solution. Next, for general-purpose DMFBs, where the checkpoints are pre-deployed in specific locations, we present a checkpoint-aware routing algorithm such that every droplet-routing path passes through at least one checkpoint to enable error-recovery and to ensure physical routability of all droplets. Furthermore, we also propose strategies for executing the algorithms in reliable mode to enhance error-recoverability. The proposed methods thus provide reliability-hardening mechanisms for a wide class of cyber-physical DMFBs.

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Citations
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Proceedings ArticleDOI

Checkpoints Assignment on Cyber-Physical Digital Microfluidic Biochips for Early Detection of Hardware Trojans

TL;DR: A systematic algorithm is presented for the assignment of checkpoints required for error-recovery of available bioprotocols in case of hardware Trojans attacks in performing operations by biochip to enhance the security concerns of digital microfluidic biochips.
Journal ArticleDOI

Enhancing the Reliability of MEDA Biochips Using IJTAG and Wear Leveling

TL;DR: A new microelectrode cell (MC) design is presented such that the droplet-sensing operation can be enabled/disabled for individual MCs and a wear-leveling synthesis method is proposed to ensure uniform utilization of MCs on MEDA.
Journal ArticleDOI

Lifetime improvement of digital microfluidic biochips based on the IWOA

TL;DR: In this article, the authors proposed an improved whale optimization algorithm (IWOA), which can reduce the excessive use of an electrode and reuse electrodes in an average manner to optimize the longest lifetime of digital microfluidic biochips.
References
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TL;DR: In this paper, a new algorithm based on interval tree data structure is presented, which runs in O(nlogn) time and consumes O(n) space, which can be tailored for locating the position of the plate to enclose maximum or minimum number of objects with the same time and space complexity.
Proceedings ArticleDOI

Fault detection, real-time error recovery, and experimental demonstration for digital microfluidic biochips

TL;DR: This work describes the first integrated demonstration of cyberphysical coupling in digital microfluidics, whereby errors in droplet transportation on the digitalmicrofluidic platform are detected using capacitive sensors, the test outcome is interpreted by control hardware, and software-based error recovery is accomplished using dynamic reconfiguration.
Proceedings ArticleDOI

Exact One-pass Synthesis of Digital Microfluidic Biochips

TL;DR: This work presents a one-pass synthesis scheme which directly realizes the desired functionality onto the chip and, at the same time, guarantees minimality with respect to area and/or timing.
Proceedings ArticleDOI

Placement of digital microfluidic biochips using the t-tree formulation

TL;DR: This is the first work that adopts a topological representation to solve the placement problem of digital microfluidic biochips with a tree-based topological representations, called T-tree.
Journal ArticleDOI

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

TL;DR: 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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