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Real-Time Low-Cost Drift Compensation for Chemical Sensors Using a Deep Neural Network With Hadamard Transform and Additive Layers

IEEE sensors journal, 2021-08, Vol.21 (16), p.17984-17994

2021

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Discrete Cosine Transform Based Causal Convolutional Neural Network for Drift Compensation in Chemical Sensors

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.8012-8016

2021

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Short time gas delivery pattern improves long-term sensor reproducibility

Sensors and actuators. B, Chemical, 2011-08, Vol.156 (2), p.753-759

2011

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An Olfactory Bulb Model Mitigates the Drift in Chemical Sensors

Procedia engineering, 2012, Vol.47, p.1069-1072

2012

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On-line drift compensation for continuous monitoring with arrays of cross-sensitive chemical sensors

Sensors and actuators. B, Chemical, 2022-10, Vol.368, p.132080, Article 132080

2022

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Calibration transfer and drift counteraction in chemical sensor arrays using Direct Standardization

Sensors and actuators. B, Chemical, 2016-11, Vol.236, p.1044-1053

2016

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Self-Repairing classification algorithms for chemical sensor array

Sensors and actuators. B, Chemical, 2019-10, Vol.297, p.126721, Article 126721

2019

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Chemical Gas Sensors: Recent Developments, Challenges, and the Potential of Machine Learning-A Review

Sensors (Basel, Switzerland), 2021-04, Vol.21 (8), p.2877

2021

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An Attention-Based Deep Sequential GRU Model for Sensor Drift Compensation

IEEE sensors journal, 2021-03, Vol.21 (6), p.7908-7917

2021

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The Use of Xenonucleic Acids Significantly Reduces the In Vivo Drift of Electrochemical Aptamer‐Based Sensors

Angewandte Chemie International Edition, 2024-05, Vol.63 (21), p.e202316678-n/a

International ed. in English, 2024

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A Novel Method for Removing Baseline Drifts in Multivariate Chemical Sensor

IEEE transactions on instrumentation and measurement, 2020-09, Vol.69 (9), p.7306-7316

2020

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Heuristic Random Forests (HRF) for Drift Compensation in Electronic Nose Applications

IEEE sensors journal, 2019-02, Vol.19 (4), p.1443-1453

2019

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Towards a Stochastic Drift Simulation Model for Graphene-Based Gas Sensors

IEEE sensors journal, 2021-09, p.1-1

2021

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Chemical Selection for the Calibration of General-Purpose Electronic Noses Based on Silhouette Coefficients

IEEE transactions on instrumentation and measurement, 2023, Vol.72, p.1-9

2023

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Design and Implementation of Reference-Free Drift-Cancelling CMOS Magnetic Sensors for Biosensing Applications

IEEE journal of solid-state circuits, 2018-11, Vol.53 (11), p.3065-3075

2018

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ISFETs in CMOS and Emergent Trends in Instrumentation: A Review

IEEE sensors journal, 2016-09, Vol.16 (17), p.6496-6514

2016

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Temperature and Humidity Effects on SAW Hydrogen Sensor and Compensation Method

IEEE sensors journal, 2024-07, Vol.24 (14), p.22317-22325

2024

Volltextzugriff (PDF)

Nanowire Chemical/Biological Sensors: Status and a Roadmap for the Future

Angewandte Chemie (International ed.), 2016-01, Vol.55 (4), p.1266-1281

International ed. in English, 2016

Volltextzugriff (PDF)

Unsupervised On-Line Selection of Training Features for a robust classification with drifting and faulty gas sensors

Sensors and actuators. B, Chemical, 2018-04, Vol.258, p.1242-1251

2018

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Sensor Drift Compensation of E-Nose Systems With Discriminative Domain Reconstruction Based on an Extreme Learning Machine

IEEE sensors journal, 2021-08, Vol.21 (15), p.17144-17153

2021

Volltextzugriff (PDF)

Detection of Chemical Warfare Agents with a Miniaturized High-Performance Drift Tube Ion Mobility Spectrometer Using High-Energetic Photons for Ionization

Analytical chemistry (Washington), 2022-11, Vol.94 (44), p.15440-15447

2022

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Substrate temperature estimation and control in advanced MOCVD process for superconductor manufacturing

International journal of advanced manufacturing technology, 2024-07, Vol.133 (1-2), p.273-285

2024

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Correlation of Volumetric Vaporsorption and Vapor Sensing Phenomenon of Flower-Like MoS2-Based Sensor

IEEE sensors journal, 2023-03, Vol.23 (6), p.5858-5865

2023

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A Regularized Ensemble of Classifiers for Sensor Drift Compensation

IEEE sensors journal, 2016-03, Vol.16 (5), p.1310-1318

2016

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Gaussian mixture continuously adaptive regression for multimode processes soft sensing under time-varying virtual drift

Journal of process control, 2023-04, Vol.124, p.1-13

2023

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Real-Time Low-Cost Drift Compensation for Chemical Sensors Using a Deep Neural Network With Hadamard Transform and Additive Layers

Discrete Cosine Transform Based Causal Convolutional Neural Network for Drift Compensation in Chemical Sensors

Short time gas delivery pattern improves long-term sensor reproducibility

An Olfactory Bulb Model Mitigates the Drift in Chemical Sensors

On-line drift compensation for continuous monitoring with arrays of cross-sensitive chemical sensors

Calibration transfer and drift counteraction in chemical sensor arrays using Direct Standardization

Self-Repairing classification algorithms for chemical sensor array

Chemical Gas Sensors: Recent Developments, Challenges, and the Potential of Machine Learning-A Review

An Attention-Based Deep Sequential GRU Model for Sensor Drift Compensation

The Use of Xenonucleic Acids Significantly Reduces the In Vivo Drift of Electrochemical Aptamer‐Based Sensors

A Novel Method for Removing Baseline Drifts in Multivariate Chemical Sensor

Heuristic Random Forests (HRF) for Drift Compensation in Electronic Nose Applications

Towards a Stochastic Drift Simulation Model for Graphene-Based Gas Sensors

Chemical Selection for the Calibration of General-Purpose Electronic Noses Based on Silhouette Coefficients

Design and Implementation of Reference-Free Drift-Cancelling CMOS Magnetic Sensors for Biosensing Applications

ISFETs in CMOS and Emergent Trends in Instrumentation: A Review

Temperature and Humidity Effects on SAW Hydrogen Sensor and Compensation Method

Nanowire Chemical/Biological Sensors: Status and a Roadmap for the Future

Unsupervised On-Line Selection of Training Features for a robust classification with drifting and faulty gas sensors

Sensor Drift Compensation of E-Nose Systems With Discriminative Domain Reconstruction Based on an Extreme Learning Machine

Detection of Chemical Warfare Agents with a Miniaturized High-Performance Drift Tube Ion Mobility Spectrometer Using High-Energetic Photons for Ionization

Substrate temperature estimation and control in advanced MOCVD process for superconductor manufacturing

Correlation of Volumetric Vaporsorption and Vapor Sensing Phenomenon of Flower-Like MoS2-Based Sensor

A Regularized Ensemble of Classifiers for Sensor Drift Compensation

Gaussian mixture continuously adaptive regression for multimode processes soft sensing under time-varying virtual drift

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