TIIS (한국인터넷정보학회)
Current Result Document :
| 한글제목(Korean Title) |
Energy-Efficient Biometrics-Based Remote User Authentication for Mobile Multimedia IoT Application |
| 영문제목(English Title) |
Energy-Efficient Biometrics-Based Remote User Authentication for Mobile Multimedia IoT Application |
| 저자(Author) |
Sungju Lee
Jaewon Sa
Hyeonjoong Cho
Daihee Park
|
| 원문수록처(Citation) |
VOL 11 NO. 12 PP. 6152 ~ 6168 (2017. 12) |
한글내용
(Korean Abstract) |
|
영문내용
(English Abstract) |
Recently, the biometric-based authentication systems such as FIDO (Fast Identity Online) are increased in mobile computing environments. The biometric-based authentication systems are performed on the mobile devices with the battery, the improving energy efficiency is important issue. In the case, the size of images (i.e., face, fingerprint, iris, and etc.) affects both recognition accuracy and energy consumption, and hence the tradeoff analysis between the both recognition accuracy and energy consumption is necessary. In this paper, we propose an energy-efficient way to authenticate based on biometric information with tradeoff analysis between the both recognition accuracy and energy consumption in multimedia IoT (Internet of Things) transmission environments. We select the facial information among biometric information, and especially consider the multicore-based mobile devices. Based on our experimental results, we prove that the proposed approach can enhance the energy efficiency of GABOR LBP GRAY VALUE, GABOR LBP, GABOR, and LBP by factors of 6.8, 3.6, 3.6, and 2.4 over the baseline, respectively, while satisfying user's face recognition accuracy. |
| 키워드(Keyword) |
Multicore-based handheld device
energy consumption
biometric recognition
image compression
image transmission
tradeoff analysis
|
| 파일첨부 |
PDF 다운로드
|
