Published November 2009 | Version v1
Journal article Metadata-only

Identification and measurement of gas mixture by using the support vector regression technique

Creators

  • 1. Division of Bioengineering, School of Chemical and Biomedical Engineering, Nanyang Technological University, 637457 Singapore (Singapore)

Description

A support vector regression (SVR) system is proposed to be used for recognizing and measuring the gas compounds characterized by near infrared molecular absorption spectrometry (NIR-MAS). The experimental results demonstrate that the SVR system shows high feasibility and reliability to be used in the trace gas detection field

Availability note (English)

Available from http://dx.doi.org/10.1088/0957-0233/20/11/115601

Additional details

Identifiers

DOI
10.1088/0957-0233/20/11/115601;
PII
S0957-0233(09)11362-0;

Publishing Information

Journal Title
Measurement Science and Technology
Journal Volume
20
Journal Issue
11
Journal Page Range
[7 p.]
ISSN
0957-0233
CODEN
MSTCEP

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
45005417
Subject category
S46: INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY;
Descriptors DEI
ABSORPTION SPECTROSCOPY; DETECTION; MIXTURES; RELIABILITY; SUPPORTS
Descriptors DEC
DISPERSIONS; MECHANICAL STRUCTURES; SPECTROSCOPY