School of Mechanical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China.
Sensors (Basel). 2017 Nov 15;17(11):2634. doi: 10.3390/s17112634.
In this paper, a pressure distribution sensing system based on wavelet analysis and resistance tomography is proposed to overcome the shortcomings of a traditional electrode type pressure distribution sensor, which needs to be arranged with many electrodes and has a high production cost. The system uses ADS1256, a constant current source module, a serial communication module, a Raspberry host, a touch screen, and other components. The wavelet transform is used to preprocess the collected signal to improve the anti-jamming performance of the system. The method of resistance tomography is used to realize the real-time imaging of pressure distribution. Finally, the reliability of the system is verified using conductive silica gel as a sensitive material. The experimental results show that wavelet analysis preprocessing can significantly improve the quality of pressure distribution imaging.
本文提出了一种基于小波分析和电阻层析成像的压力分布传感系统,以克服传统电极式压力分布传感器需要布置大量电极、制造成本高的缺点。该系统采用 ADS1256、恒流源模块、串口通信模块、Raspberry 主机、触摸屏等组件。利用小波变换对采集到的信号进行预处理,提高了系统的抗干扰性能。采用电阻层析成像方法实现压力分布的实时成像。最后,采用导电硅胶作为敏感材料验证了系统的可靠性。实验结果表明,小波分析预处理可以显著提高压力分布成像质量。