Electronic nose feature extraction methods: A review
Many research groups in academia and industry are focusing on the performance
improvement of electronic nose (E-nose) systems mainly involving three optimizations …
improvement of electronic nose (E-nose) systems mainly involving three optimizations …
Signal and data processing for machine olfaction and chemical sensing: A review
S Marco, A Gutierrez-Galvez - IEEE Sensors Journal, 2012 - ieeexplore.ieee.org
Signal and data processing are essential elements in electronic noses as well as in most
chemical sensing instruments. The multivariate responses obtained by chemical sensor …
chemical sensing instruments. The multivariate responses obtained by chemical sensor …
E-nose based on a high-integrated and low-power metal oxide gas sensor array
Z Li, J Yu, D Dong, G Yao, G Wei, A He, H Wu… - Sensors and Actuators B …, 2023 - Elsevier
To improve the poor selectivity of a semiconductor gas-sensor system, an array of sensors
can be utilized. However, this increases the system's size and power consumption. To …
can be utilized. However, this increases the system's size and power consumption. To …
Data analysis for electronic nose systems
SM Scott, D James, Z Ali - Microchimica Acta, 2006 - Springer
Electronic noses (e-noses) employ an array of chemical gas sensors and have been widely
used for the analysis of volatile organic compounds. Pattern recognition provides a higher …
used for the analysis of volatile organic compounds. Pattern recognition provides a higher …
Higher-order chemical sensing
A Hierlemann, R Gutierrez-Osuna - Chemical reviews, 2008 - ACS Publications
Desired properties of a chemical sensor include high sensitivity, a large dynamic range, high
selectivity or specificity to a target analyte, related low cross-sensitivity to interferents, perfect …
selectivity or specificity to a target analyte, related low cross-sensitivity to interferents, perfect …
Electronic noses and their applications for sensory and analytical measurements in the waste management plants—a review
J Jońca, M Pawnuk, A Arsen, I Sówka - Sensors, 2022 - mdpi.com
Waste management plants are one of the most important sources of odorants that may
cause odor nuisance. The monitoring of processes involved in the waste treatment and …
cause odor nuisance. The monitoring of processes involved in the waste treatment and …
Drift compensation of gas sensor array data by orthogonal signal correction
Drift is an important issue that impairs the reliability of gas sensing systems. Sensor aging,
memory effects and environmental disturbances produce shifts in sensor responses that …
memory effects and environmental disturbances produce shifts in sensor responses that …
On the study of feature extraction methods for an electronic nose
In this study, we analyzed the transient of microsensors based on tin oxide sol–gel thin film.
A novel method to this research field for data analysis and discrimination among different …
A novel method to this research field for data analysis and discrimination among different …
Performance study of multilayer perceptrons in a low-cost electronic nose
L Zhang, F Tian - IEEE Transactions on Instrumentation and …, 2014 - ieeexplore.ieee.org
Nonselective gas sensor array has different sensitivities to different chemicals in which each
gas sensor will also produce different voltage signals when exposed to an analyte with …
gas sensor will also produce different voltage signals when exposed to an analyte with …
Low-level detection of ethanol and H2S with temperature-modulated WO3 nanoparticle gas sensors
Low-level detection of ethanol and H2S was achieved with thermally modulated WO3
nanoparticle gas sensors. Nanoparticle WO3 films, with a mean grain size of∼ 5nm and a …
nanoparticle gas sensors. Nanoparticle WO3 films, with a mean grain size of∼ 5nm and a …