Adaptive Time-Resolved Mass Spectrometry with Nanomechanical Resonant Sensors
Nanomechanical resonant sensors that are based on detecting and tracking the resonance frequency deviations due to events of interest are being advocated for a variety of applications. All sensor schemes currently in use are subject to a basic trade-off between accuracy and speed, while there is gre...
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Published in | arXiv.org |
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Main Author | |
Format | Paper Journal Article |
Language | English |
Published |
Ithaca
Cornell University Library, arXiv.org
10.08.2021
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Online Access | Get full text |
ISSN | 2331-8422 |
DOI | 10.48550/arxiv.2108.04650 |
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Abstract | Nanomechanical resonant sensors that are based on detecting and tracking the resonance frequency deviations due to events of interest are being advocated for a variety of applications. All sensor schemes currently in use are subject to a basic trade-off between accuracy and speed, while there is great interest in improving both in order to enable unprecedented and widespread applications. Based on a thorough understanding of the characteristics of current resonant sensor architectures, we propose adaptive and flexible sensor schemes. Unlike recently proposed time-resolved mechanical detection methods, the proposed schemes do not require ensemble averaging of the resonator response for many independent identical stimuli. Distinct one-time events can be detected in real-time with high time resolution with an accuracy that then improves considerably with elapsed time. While the proposed adaptive schemes also need to abide by the fundamental speed versus accuracy trade-off, we show that there is still "some room at the bottom" for improvement with sensor architecture innovations. Pareto optimal performance that reaches a bound that is imposed by the fundamental thermomechanical noise can be achieved. |
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AbstractList | Nanomechanical resonant sensors that are based on detecting and tracking the
resonance frequency deviations due to events of interest are being advocated
for a variety of applications. All sensor schemes currently in use are subject
to a basic trade-off between accuracy and speed, while there is great interest
in improving both in order to enable unprecedented and widespread applications.
Based on a thorough understanding of the characteristics of current resonant
sensor architectures, we propose adaptive and flexible sensor schemes. Unlike
recently proposed time-resolved mechanical detection methods, the proposed
schemes do not require ensemble averaging of the resonator response for many
independent identical stimuli. Distinct one-time events can be detected in
real-time with high time resolution with an accuracy that then improves
considerably with elapsed time. While the proposed adaptive schemes also need
to abide by the fundamental speed versus accuracy trade-off, we show that there
is still "some room at the bottom" for improvement with sensor architecture
innovations. Pareto optimal performance that reaches a bound that is imposed by
the fundamental thermomechanical noise can be achieved. Nanomechanical resonant sensors that are based on detecting and tracking the resonance frequency deviations due to events of interest are being advocated for a variety of applications. All sensor schemes currently in use are subject to a basic trade-off between accuracy and speed, while there is great interest in improving both in order to enable unprecedented and widespread applications. Based on a thorough understanding of the characteristics of current resonant sensor architectures, we propose adaptive and flexible sensor schemes. Unlike recently proposed time-resolved mechanical detection methods, the proposed schemes do not require ensemble averaging of the resonator response for many independent identical stimuli. Distinct one-time events can be detected in real-time with high time resolution with an accuracy that then improves considerably with elapsed time. While the proposed adaptive schemes also need to abide by the fundamental speed versus accuracy trade-off, we show that there is still "some room at the bottom" for improvement with sensor architecture innovations. Pareto optimal performance that reaches a bound that is imposed by the fundamental thermomechanical noise can be achieved. |
Author | Demir, Alper |
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BackLink | https://doi.org/10.1109/JSEN.2021.3127244$$DView published paper (Access to full text may be restricted) https://doi.org/10.48550/arXiv.2108.04650$$DView paper in arXiv |
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Snippet | Nanomechanical resonant sensors that are based on detecting and tracking the resonance frequency deviations due to events of interest are being advocated for a... Nanomechanical resonant sensors that are based on detecting and tracking the resonance frequency deviations due to events of interest are being advocated for a... |
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SubjectTerms | Accuracy Computer Science - Systems and Control Flexible components Frequency deviation Mass spectrometry Physics - Applied Physics Sensors Tradeoffs |
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Title | Adaptive Time-Resolved Mass Spectrometry with Nanomechanical Resonant Sensors |
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