Gas Sensing Signal Modulation Strategies in Electronic Noses: A Mini-Review
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
- Exzellenzcluster CeTI: Zentrum für Taktiles Internet
- Exzellenzcluster CARE: Climate-Neutral and Resource-Efficient Construction
- Exzellenzcluster REC²: Responsible Electronics in the Climate-Change Era
- GRK 2868 – D³ Datengetriebenes Design widerstandsfähiger Metamaterialien
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
| Originalsprache | Englisch |
|---|---|
| Titel | 2026 IEEE International Symposium on Olfaction and Electronic Nose, ISOEN 2026 |
| Herausgeber (Verlag) | Institute of Electrical and Electronics Engineers (IEEE) |
| Seiten | 379-381 |
| Seitenumfang | 3 |
| ISBN (elektronisch) | 979-8-3315-6143-7, 979-8-3315-6142-0 |
| ISBN (Print) | 979-8-3315-6144-4 |
| Publikationsstatus | Veröffentlicht - Sept. 2026 |
| Peer-Review-Status | Ja |
Konferenz
| Titel | 2026 IEEE International Symposium on Olfaction and Electronic Nose |
|---|---|
| Kurztitel | ISOEN 2026 |
| Dauer | 17 - 20 Mai 2026 |
| Webseite | |
| Ort | Steigenberger Chongqing |
| Stadt | Chongqing |
| Land | China |
Externe IDs
| ORCID | /0000-0002-6574-7848/work/228957110 |
|---|---|
| ORCID | /0000-0002-4349-793X/work/228960185 |
Schlagworte
ASJC Scopus Sachgebiete
- Chemischer Arbeitsschutz - electronic nose, light illumination, sensing materials, signal modulation, temperature modulation
- Instrumentierung - electronic nose, light illumination, sensing materials, signal modulation, temperature modulation
Schlagwörter
- electronic nose, light illumination, sensing materials, signal modulation, temperature modulation