Gas Sensing Signal Modulation Strategies in Electronic Noses: A Mini-Review

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Contributors

Abstract

Electronic noses emulate biological olfaction by combining cross-reactive sensor arrays with pattern recognition algorithms. A critical challenge in conventional e-nose systems operated under static conditions is the limited diversity of extracted features, which constrains discrimination performance for complex or mixed odors. To address this issue, many gas sensing signal modulation strategies have been proposed to actively perturb sensor responses and enrich the information content of acquired signals. In this work, we present a brief overview of state-of-the-art signal modulation techniques employed in e-nose systems, including sensing element materials modulation, gas concentration and flow-rate modulation, light illumination modulation, and temperature modulation. The underlying physical and chemical mechanisms, advantages and inherent limitations of each strategy are discussed. By comparing these techniques, we aim to offer practical guidance for the rational selection and integration of modulation strategies tailored to applicationspecific constraints, thereby supporting the development of next-generation intelligent olfactory sensing platforms.

Details

Original languageEnglish
Title of host publication2026 IEEE International Symposium on Olfaction and Electronic Nose, ISOEN 2026
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages379-381
Number of pages3
ISBN (electronic)979-8-3315-6143-7, 979-8-3315-6142-0
ISBN (print)979-8-3315-6144-4
Publication statusPublished - Sept 2026
Peer-reviewedYes

Conference

Title2026 IEEE International Symposium on Olfaction and Electronic Nose
Abbreviated titleISOEN 2026
Duration17 - 20 May 2026
Website
LocationSteigenberger Chongqing
CityChongqing
CountryChina

External IDs

ORCID /0000-0002-6574-7848/work/228957110
ORCID /0000-0002-4349-793X/work/228960185

Keywords

Keywords

  • electronic nose, light illumination, sensing materials, signal modulation, temperature modulation