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Energy-Efficient Intelligent EPTS Device using Novel DCNN-Based Dynamic Sensor Activation
- Title
- Energy-Efficient Intelligent EPTS Device using Novel DCNN-Based Dynamic Sensor Activation
- Date Issued
- 2021-06-07
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Abstract
- The electronic performance and tracking system (EPTS) device is one of the wearable devices widely used to gather sports data of athletes in real-Time. This work demonstrates an adaptive sampling strategy controlled by the advanced on-device deep convolutional neural network (DCNN) operation, extending the lifetime of EPTS device even realized in a small form factor.
- Article Type
- Conference
- Citation
- 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, 2021-06-07
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Related Researcher
- 이영주LEE, YOUNGJOO
- Dept of Electrical Enginrg