Gas Sensing Discrimination using a Cellular Nonlinear Network

Mohamad Moner Al Chawa; Rodrigo Picos; Luis Antonio Panes-Ruiz; Leif Riemenschneider; Bergoi Ibarlucea; Gianaurelio Cuniberti; Ronald Tetzlaff

doi:10.1109/CNNA49188.2021.9610754

Gas Sensing Discrimination using a Cellular Nonlinear Network

Mohamad Moner Al Chawa
, Rodrigo Picos
, Luis Antonio Panes-Ruiz
, Leif Riemenschneider
, Bergoi Ibarlucea
, Gianaurelio Cuniberti
, Ronald Tetzlaff

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

In this work, we developed a signal processing Cellular Nonlinear Network (CNN) for the detection and classification of real sensor data obtained from a memristive gas sensors matrix. Applying a gas sensor CNN we can discriminate between hazardous gases such as Ammonia (NH3) and Hydrogen Sulfide (H2S) and determine their concentration levels.

Original language	English
Title of host publication	2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021
Publisher	IEEE Computer Society
ISBN (Electronic)	9781665439480
DOIs	https://doi.org/10.1109/CNNA49188.2021.9610754
Publication status	Published - 2021
Externally published	Yes
Event	17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021 - Catania, Italy Duration: 29 Sept 2021 → 1 Oct 2021

Publication series

Name	International Workshop on Cellular Nanoscale Networks and their Applications
Volume	2021-September
ISSN (Print)	2165-0160
ISSN (Electronic)	2165-0179

Conference

Conference	17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021
Country/Territory	Italy
City	Catania
Period	29/09/21 → 1/10/21

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10.1109/CNNA49188.2021.9610754

Cite this

Al Chawa, M. M., Picos, R., Panes-Ruiz, L. A., Riemenschneider, L., Ibarlucea, B., Cuniberti, G., & Tetzlaff, R. (2021). Gas Sensing Discrimination using a Cellular Nonlinear Network. In 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021 (International Workshop on Cellular Nanoscale Networks and their Applications; Vol. 2021-September). IEEE Computer Society. https://doi.org/10.1109/CNNA49188.2021.9610754

@inproceedings{99285e1b92454058a9a18b5263914ef9,

title = "Gas Sensing Discrimination using a Cellular Nonlinear Network",

abstract = "In this work, we developed a signal processing Cellular Nonlinear Network (CNN) for the detection and classification of real sensor data obtained from a memristive gas sensors matrix. Applying a gas sensor CNN we can discriminate between hazardous gases such as Ammonia (NH3) and Hydrogen Sulfide (H2S) and determine their concentration levels.",

author = "\{Al Chawa\}, \{Mohamad Moner\} and Rodrigo Picos and Panes-Ruiz, \{Luis Antonio\} and Leif Riemenschneider and Bergoi Ibarlucea and Gianaurelio Cuniberti and Ronald Tetzlaff",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021 ; Conference date: 29-09-2021 Through 01-10-2021",

year = "2021",

doi = "10.1109/CNNA49188.2021.9610754",

language = "English",

series = "International Workshop on Cellular Nanoscale Networks and their Applications",

publisher = "IEEE Computer Society",

booktitle = "2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021",

address = "United States",

}

Al Chawa, MM, Picos, R, Panes-Ruiz, LA, Riemenschneider, L, Ibarlucea, B, Cuniberti, G & Tetzlaff, R 2021, Gas Sensing Discrimination using a Cellular Nonlinear Network. in 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021. International Workshop on Cellular Nanoscale Networks and their Applications, vol. 2021-September, IEEE Computer Society, 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021, Catania, Italy, 29/09/21. https://doi.org/10.1109/CNNA49188.2021.9610754

Gas Sensing Discrimination using a Cellular Nonlinear Network. / Al Chawa, Mohamad Moner; Picos, Rodrigo; Panes-Ruiz, Luis Antonio et al.
2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021. IEEE Computer Society, 2021. (International Workshop on Cellular Nanoscale Networks and their Applications; Vol. 2021-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Gas Sensing Discrimination using a Cellular Nonlinear Network

AU - Al Chawa, Mohamad Moner

AU - Picos, Rodrigo

AU - Panes-Ruiz, Luis Antonio

AU - Riemenschneider, Leif

AU - Ibarlucea, Bergoi

AU - Cuniberti, Gianaurelio

AU - Tetzlaff, Ronald

PY - 2021

Y1 - 2021

N2 - In this work, we developed a signal processing Cellular Nonlinear Network (CNN) for the detection and classification of real sensor data obtained from a memristive gas sensors matrix. Applying a gas sensor CNN we can discriminate between hazardous gases such as Ammonia (NH3) and Hydrogen Sulfide (H2S) and determine their concentration levels.

AB - In this work, we developed a signal processing Cellular Nonlinear Network (CNN) for the detection and classification of real sensor data obtained from a memristive gas sensors matrix. Applying a gas sensor CNN we can discriminate between hazardous gases such as Ammonia (NH3) and Hydrogen Sulfide (H2S) and determine their concentration levels.

UR - https://www.scopus.com/pages/publications/85122986716

U2 - 10.1109/CNNA49188.2021.9610754

DO - 10.1109/CNNA49188.2021.9610754

M3 - Conference contribution

AN - SCOPUS:85122986716

T3 - International Workshop on Cellular Nanoscale Networks and their Applications

BT - 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021

PB - IEEE Computer Society

T2 - 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021

Y2 - 29 September 2021 through 1 October 2021

ER -

Al Chawa MM, Picos R, Panes-Ruiz LA, Riemenschneider L, Ibarlucea B, Cuniberti G et al. Gas Sensing Discrimination using a Cellular Nonlinear Network. In 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021. IEEE Computer Society. 2021. (International Workshop on Cellular Nanoscale Networks and their Applications). doi: 10.1109/CNNA49188.2021.9610754

Gas Sensing Discrimination using a Cellular Nonlinear Network

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