Please use this identifier to cite or link to this item:
http://hdl.handle.net/10397/81681
| Title: | Robust multistage ECG identification for astronaut spacesuits with IoT applications | Authors: | Tseng, KK Liu, LL Wang, C Yung, KL Ip, WH Hsu, CY |
Issue Date: | 2019 | Source: | IEEE access, 2019, v. 7, p. 111662-111677 | Abstract: | Today, the Internet of Things (JOT) concept is gaining much attention and popularity; The related technologies as spacesuits and embedded ECG acquisition device is already existed. However, there are important issues to be resolved when an application is in a space environment. The ECG signal may be measured by different mobile conditions when embedded in spacesuits, requiring a more robust algorithm to remove exercise and noise issues. Thus, we propose a more complete architecture with a new storing polymorphic average template (SPAT) and a multistage identification algorithm (MIA) to improve the robustness of ECG identification in motion. In addition, we select better combinations of de-noising and feature extractions to create a better and more complete architecture. According to our experimental results, our proposed architecture offers better performance than previous adaptive boosting (AdaBoost) methods; thus, it is also suitable for application in astronaut spacesuits. | Keywords: | ECG signal Multistage identification algorithm Storing polymorphic average template Spacesuit MIT-BIH database |
Publisher: | Institute of Electrical and Electronics Engineers | Journal: | IEEE access | ISSN: | 2169-3536 | DOI: | 10.1109/ACCESS.2019.2933851 | Rights: | This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see http://creativecommons.org/licenses/by/4.0 The following publication K. Tseng, L. Liu, C. Wang, K. L. Yung, W. H. Ip and C. Hsu, "Robust Multistage ECG Identification for Astronaut Spacesuits With IoT Applications," in IEEE Access, vol. 7, pp. 111662-111677, 2019 is available at https://dx.doi.org/10.1109/ACCESS.2019.2933851 |
| Appears in Collections: | Journal/Magazine Article |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Tseng_Multistage_ECG_Astronaut.pdf | 1.83 MB | Adobe PDF | View/Open |
Access
View full-text via PolyU eLinks 
Page views
77
Last Week
1
1
Last month
Citations as of May 28, 2023
Downloads
79
Citations as of May 28, 2023
SCOPUSTM
Citations
2
Citations as of Jun 1, 2023
Google ScholarTM
Check
Altmetric
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.