TY - GEN
T1 - Taming the Variability of Soft Sensors
AU - Hsiao, Chien Ti
AU - Ho, Tzu Chin
AU - Liu, Hsuan Ying
AU - Lu, Yan Chi
AU - Lin, Kate Ching Ju
AU - Chen, Ling Jyh
AU - Huang, Polly
N1 - Publisher Copyright:
© 2024 Copyright held by the owner/author(s).
PY - 2024/11/4
Y1 - 2024/11/4
N2 - This study explored the use of a soft sensor made of carbon polymer (CP) on a smart wristband, to profile the subtle deformation of the wrist during hand gestures. To address these 3 issues using the CP sensors – (1) hysteresis, (2) varying response time and (3) variation in sensor, material decay, wrist size and wristband drift, a fusion-based folding point algorithm, a data collection strategy, and two calibration methods are proposed and experimented. 83%, 80%, 69% and 63% accuracy can be seen testing with data collected from the same session, from another session, from another wristband and from another user.
AB - This study explored the use of a soft sensor made of carbon polymer (CP) on a smart wristband, to profile the subtle deformation of the wrist during hand gestures. To address these 3 issues using the CP sensors – (1) hysteresis, (2) varying response time and (3) variation in sensor, material decay, wrist size and wristband drift, a fusion-based folding point algorithm, a data collection strategy, and two calibration methods are proposed and experimented. 83%, 80%, 69% and 63% accuracy can be seen testing with data collected from the same session, from another session, from another wristband and from another user.
KW - Carbon Polymer
KW - Mobile HCI
KW - Soft Sensor
KW - Stretchable Wearable
UR - https://www.scopus.com/pages/publications/85212183867
UR - https://www.scopus.com/pages/publications/85212183867#tab=citedBy
U2 - 10.1145/3698388.3699627
DO - 10.1145/3698388.3699627
M3 - Conference contribution
AN - SCOPUS:85212183867
T3 - HumanSys 2024 - Proceedings of the 2024 International Workshop on Human-Centered Sensing, Networking, and Multi-Device Systems
SP - 17
EP - 22
BT - HumanSys 2024 - Proceedings of the 2024 International Workshop on Human-Centered Sensing, Networking, and Multi-Device Systems
PB - Association for Computing Machinery, Inc
T2 - 2024 International Workshop on Human-Centered Sensing, Networking, and Multi-Device Systems, HumanSys 2024
Y2 - 4 November 2024 through 7 November 2024
ER -