SIA OpenIR  > 机器人学研究室
A method for stress detection based on FCM algorithm
Jiang M(姜鸣); Wang ZL(王哲龙)
Department机器人学研究室
Conference Name2nd International Congress on Image and Signal Processing
Conference DateOctober 17-19, 2009
Conference PlaceTianjin, China
Author of SourceTianjin University of Technology
Source PublicationPROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9
PublisherIEEE
Publication PlaceNEW YORK
2009
Pages1-5
Indexed ByEI ; CPCI(ISTP)
EI Accession number20100212631547
WOS IDWOS:000280804302254
Contribution Rank2
ISBN978-1-4244-4131-0
AbstractA method based on fuzzy c-means (FCM) clustering algorithm is proposed to detect stress continuously in this study. The method calculates the exact stress value of each period and achieves a continuous stress curve. Biomedical signals used in this study were collected from drivers in a driving experience, and appropriate features are selected to form multi-dimensional feature-vectors. By using FCM algorithm, these feature-vectors are clustered to several clusters. Stress value of each period is calculated based on the membership degree between feature-vectors and clusters. The experience results by using signals acquired from some drivers' driving experiences show that the method may distinguish stress of different driving periods clearly, and the stress curve may give a direct-viewing of change of stress. ©2009 IEEE.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/20033
Collection机器人学研究室
Corresponding AuthorJiang M(姜鸣)
Affiliation1.School of Electronic and Information Engineering, Dalian University of Technology, Dalian, China
2.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
Recommended Citation
GB/T 7714
Jiang M,Wang ZL. A method for stress detection based on FCM algorithm[C]//Tianjin University of Technology. NEW YORK:IEEE,2009:1-5.
Files in This Item: Download All
File Name/Size DocType Version Access License
A method for stress (884KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Jiang M(姜鸣)]'s Articles
[Wang ZL(王哲龙)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Jiang M(姜鸣)]'s Articles
[Wang ZL(王哲龙)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Jiang M(姜鸣)]'s Articles
[Wang ZL(王哲龙)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: A method for stress detection based on FCM algorithm.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.