[HTML][HTML] Electronic nose feature extraction methods: A review

J Yan, X Guo, S Duan, P Jia, L Wang, C Peng, S Zhang - Sensors, 2015 - mdpi.com
Many research groups in academia and industry are focusing on the performance
improvement of electronic nose (E-nose) systems mainly involving three optimizations …

Cross-reactive chemical sensor arrays

KJ Albert, NS Lewis, CL Schauer, GA Sotzing… - Chemical …, 2000 - ACS Publications
Conventional approaches to chemical sensors have traditionally made use of a “lock-and-
key” design, wherein a specific receptor is synthesized in order to strongly and highly …

SnO-SnO2 modified two-dimensional MXene Ti3C2Tx for acetone gas sensor working at room temperature

Z Wang, F Wang, A Hermawan, Y Asakura… - Journal of Materials …, 2021 - Elsevier
Acetone, as widely used reagents in industry and laboratories, are extremely harmful to the
human. So the detection of acetone gas concentrations and leaks in special environments at …

Chemical gas sensor drift compensation using classifier ensembles

A Vergara, S Vembu, T Ayhan, MA Ryan… - Sensors and Actuators B …, 2012 - Elsevier
Sensor drift remains to be the most challenging problem in chemical sensing. To address
this problem we have collected an extensive dataset for six different volatile organic …

Reservoir computing compensates slow response of chemosensor arrays exposed to fast varying gas concentrations in continuous monitoring

J Fonollosa, S Sheik, R Huerta, S Marco - Sensors and Actuators B …, 2015 - Elsevier
Metal oxide (MOX) gas sensors arrays are a predominant technological choice to perform
fundamental tasks of chemical detection. Yet, their use has been mainly limited to relatively …

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 …

Pattern analysis for machine olfaction: A review

R Gutierrez-Osuna - IEEE Sensors journal, 2002 - ieeexplore.ieee.org
Pattern analysis constitutes a critical building block in the development of gas sensor array
instruments capable of detecting, identifying, and measuring volatile compounds, a …

Computational methods for the analysis of chemical sensor array data from volatile analytes

PC Jurs, GA Bakken, HE McClelland - Chemical Reviews, 2000 - ACS Publications
Chemical sensor arrays have come to have an important role in the analysis of volatile
analytes. Such arrays gather data which have broad, overlapping sensitivity profiles, which …

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 …

Engineering approaches for the improvement of conductometric gas sensor parameters: Part 1. Improvement of sensor sensitivity and selectivity (short survey)

G Korotcenkov, BK Cho - Sensors and Actuators B: Chemical, 2013 - Elsevier
Engineering approaches designed to improve the parameters of conductometric gas
sensors, are considered in this short survey. In particular, in the first part of the paper we …