Cited 0 time in
Cited 0 time in
Poster abstract: Biometric Gait Identification for Exercise Reward System using Smart Earring
- Poster abstract: Biometric Gait Identification for Exercise Reward System using Smart Earring
- Jeon, Sanghoon; Yoon, Hee-Jung; Lee, Yang Soo; Son, Sang Hyuk; Eun, Yongsoon
- DGIST Authors
- Son, Sang Hyuk; Eun, Yongsoon
- Issue Date
- 16th ACM Conference on Embedded Networked Sensor Systems, SENSYS 2018, 367-368
- Wearable systems are commonly used for tness purpose as these devices provide activity measurements to motivate daily exercise. With aims to promote improved health, healthcare companies are incentivizing their customers with the amount of exercise that is performed and using readings from wearable devices as a way of proving that the individual met the requirements. However, these devices have a risk of user spoong attacks as an unauthorized individual can utilize the system. To prevent misuse of the product to gain reward and ultimately promote daily exercise for various types of exercise reward systems, we propose a biometric gait identication approach using a smart earring that we design and develop. In this paper, we preliminary train and test the gait identication system by utilizing a transfer learning, which shows a 100% classi-cation performance for eight participants. We expect the proposed gait identication technique will serve as essential building blocks for reliable exercise reward systems. © 2018 Association for Computing Machinery.
- Association for Computing Machinery, Inc
- Related Researcher
Son, Sang Hyuk
RTCPS(Real-Time Cyber-Physical Systems) Lab
Real-time system; Wireless sensor network; Cyber-physical system; Data and event service; Information security; 실시간 임베디드 시스템
There are no files associated with this item.
- Department of Information and Communication EngineeringRTCPS(Real-Time Cyber-Physical Systems) Lab2. Conference Papers
Department of Information and Communication EngineeringDSC Lab(Dynamic Systems and Control Laboratory)2. Conference Papers
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.