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Poster abstract: Biometric Gait Identification for Exercise Reward System using Smart Earring

Title
Poster abstract: Biometric Gait Identification for Exercise Reward System using Smart Earring
Authors
Jeon, SanghoonYoon, Hee-JungLee, Yang SooSon, Sang HyukEun, Yongsoon
DGIST Authors
Son, Sang HyukEun, Yongsoon
Issue Date
2018-11-07
Citation
16th ACM Conference on Embedded Networked Sensor Systems, SENSYS 2018, 367-368
Type
Conference
ISBN
9781450359528
Abstract
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.
URI
http://hdl.handle.net/20.500.11750/9585
DOI
10.1145/3274783.3275186
Publisher
Association for Computing Machinery, Inc
Related Researcher
  • Author Son, Sang Hyuk RTCPS(Real-Time Cyber-Physical Systems) Lab
  • Research Interests Real-time system; Wireless sensor network; Cyber-physical system; Data and event service; Information security; 실시간 임베디드 시스템
Files:
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Collection:
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


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