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On noise processes and limits of performance in biosensors

Hassibi, Arjang and Vikalo, Haris and Hajimiri, Ali (2007) On noise processes and limits of performance in biosensors. Journal of Applied Physics, 102 (1). Art. No. 014909. ISSN 0021-8979. https://resolver.caltech.edu/CaltechAUTHORS:HASjap07

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Abstract

In this paper, we present a comprehensive stochastic model describing the measurement uncertainty, output signal, and limits of detection of affinity-based biosensors. The biochemical events within the biosensor platform are modeled by a Markov stochastic process, describing both the probabilistic mass transfer and the interactions of analytes with the capturing probes. To generalize this model and incorporate the detection process, we add noisy signal transduction and amplification stages to the Markov model. Using this approach, we are able to evaluate not only the output signal and the statistics of its fluctuation but also the noise contributions of each stage within the biosensor platform. Furthermore, we apply our formulations to define the signal-to-noise ratio, noise figure, and detection dynamic range of affinity-based biosensors. Motivated by the platforms encountered in practice, we construct the noise model of a number of widely used systems. The results of this study show that our formulations predict the behavioral characteristics of affinity-based biosensors which indicate the validity of the model.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1063/1.2748624DOIUNSPECIFIED
ORCID:
AuthorORCID
Hajimiri, Ali0000-0001-6736-8019
Additional Information:©2007 American Institute of Physics (Received 11 January 2007; accepted 4 May 2007; published online 11 July 2007)
Subject Keywords:biochemistry; molecular biophysics; Markov processes; mass transfer; fluctuations; noise; biosensors
Issue or Number:1
Record Number:CaltechAUTHORS:HASjap07
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:HASjap07
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:8186
Collection:CaltechAUTHORS
Deposited By: Archive Administrator
Deposited On:31 Jul 2007
Last Modified:09 Mar 2020 13:18

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