Gas Sensing Signal Modulation Strategies in Electronic Noses: A Mini-Review
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
- Clusters of Excellence CeTI: Centre for Tactile Internet
- Clusters of Excellence CARE: Climate-Neutral and Resource-Efficient Construction
- Clusters of Excellence REC²: Responsible Electronics in the Climate-Change Era
- RTG 2868 D³ - Data-driven Design of Resilient Metamaterials
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 language | English |
|---|---|
| Title of host publication | 2026 IEEE International Symposium on Olfaction and Electronic Nose, ISOEN 2026 |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| Pages | 379-381 |
| Number of pages | 3 |
| ISBN (electronic) | 979-8-3315-6143-7, 979-8-3315-6142-0 |
| ISBN (print) | 979-8-3315-6144-4 |
| Publication status | Published - Sept 2026 |
| Peer-reviewed | Yes |
Conference
| Title | 2026 IEEE International Symposium on Olfaction and Electronic Nose |
|---|---|
| Abbreviated title | ISOEN 2026 |
| Duration | 17 - 20 May 2026 |
| Website | |
| Location | Steigenberger Chongqing |
| City | Chongqing |
| Country | China |
External IDs
| ORCID | /0000-0002-6574-7848/work/228957110 |
|---|---|
| ORCID | /0000-0002-4349-793X/work/228960185 |
Keywords
ASJC Scopus subject areas
Keywords
- electronic nose, light illumination, sensing materials, signal modulation, temperature modulation