Abstract:
Flexible multidirectional strain sensors that can distinguish different strain directions and magnitudes have attracted increasing attention. However, previous designs of...Show MoreMetadata
Abstract:
Flexible multidirectional strain sensors that can distinguish different strain directions and magnitudes have attracted increasing attention. However, previous designs of multidirectional strain sensors usually use the same type of sensing signals, which makes it difficult to decouple the response signals and hinders the simple distinction of strain directions. Herein, we propose a dual-mode response printed flexible multidirectional strain sensor (DRPMS) that uses resistance and capacitance signals to represent strains in the two principal planar directions, eliminating the requirement of conventional signal decoupling. With the assistance of machine learning algorithms, it can accurately distinguish the directions of strain with an accuracy rate of 98.3%, and can detect different driving postures and wrist motions. The results demonstrate broad application potential in distracted driving behavior detection and human motion monitoring.
Published in: IEEE Sensors Journal ( Early Access )
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- IEEE Keywords
- Index Terms
- Human Motion ,
- Flexible Sensors ,
- Strain Sensors ,
- Wrist Motion ,
- Microstructure ,
- Tensile ,
- Atomic Force Microscopy ,
- Supporting Information ,
- Strain Rate ,
- Film Surface ,
- Carbon Black ,
- Shear Rate ,
- Resistance Response ,
- Dielectric Layer ,
- Relative Resistance ,
- Conductive Layer ,
- Load Displacement ,
- Sensor Resistance ,
- Capacitive Sensor ,
- Screen Printing ,
- Conductive Ink ,
- Capacitive Response ,
- Teflon Mold ,
- Relative Resistance Change ,
- Response Time ,
- Changes In Capacity ,
- Support Vector Machine ,
- Resistance Change ,
- Random Distribution ,
- Manufacturing Process
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Human Motion ,
- Flexible Sensors ,
- Strain Sensors ,
- Wrist Motion ,
- Microstructure ,
- Tensile ,
- Atomic Force Microscopy ,
- Supporting Information ,
- Strain Rate ,
- Film Surface ,
- Carbon Black ,
- Shear Rate ,
- Resistance Response ,
- Dielectric Layer ,
- Relative Resistance ,
- Conductive Layer ,
- Load Displacement ,
- Sensor Resistance ,
- Capacitive Sensor ,
- Screen Printing ,
- Conductive Ink ,
- Capacitive Response ,
- Teflon Mold ,
- Relative Resistance Change ,
- Response Time ,
- Changes In Capacity ,
- Support Vector Machine ,
- Resistance Change ,
- Random Distribution ,
- Manufacturing Process
- Author Keywords