JOURNAL ARTICLE

Differential Sensing Method for Multidimensional Soft Angle Measurement Using Coiled Conductive Polymer Fiber

Dong ZhouYingxiang LiuXintian TangJianguo Zhao

Year: 2020 Journal:   IEEE Transactions on Industrial Electronics Vol: 68 (1)Pages: 401-411   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Soft robots made from soft materials can adapt to different harsh environments and ensure safety for operators. However, they require efficient sensing methods to feedback their states. In this article, a differential sensing method to measure the angle of a soft system using coiled conductive polymer fibers (CCPFs) is presented. CCPFs, which are economically fabricated and suitable for wide range measurement, can be embedded inside soft materials with high compliance. By modeling the resistance changing regulation of CCPFs, a deferential sensing method based on the resistance changing model is established to eliminate the nonlinearity and drift. A multidimensional angle control system based on the differential sensing method of CCPFs is established to verify the accuracy. The root-mean-squared error of the developed method is lower than 3.6% of the measured amplitude in the single-dimensional angle testing and about 4.3% in multidimensional angle testing. The hysteresis of CCPF sensor is reduced from 0.13 to 0.03 by the differential sensing method. This article will not only provide a reliable multidimensional angle sensing method for soft robots, but also lay a theoretical foundation for wider application for other types of resistive soft sensors.

Keywords:
Resistive touchscreen Differential (mechanical device) Hysteresis Electrical conductor Measure (data warehouse) Robot Computer science Materials science Control theory (sociology) Nonlinear system Fiber Acoustics Engineering Physics Artificial intelligence Composite material

Metrics

14
Cited By
1.13
FWCI (Field Weighted Citation Impact)
36
Refs
0.73
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Soft Robotics and Applications
Physical Sciences →  Engineering →  Biomedical Engineering
Advanced Sensor and Energy Harvesting Materials
Physical Sciences →  Engineering →  Biomedical Engineering
Analytical Chemistry and Sensors
Physical Sciences →  Chemical Engineering →  Bioengineering

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