Linearization of the sensors characteristics: a review

被引:28
作者
Islam, Tarikul [1 ]
Mukhopadhyay, S. C. [2 ]
机构
[1] JMI Cent Univ, Dept Elect Engn, New Delhi, India
[2] Macquarie Univ, Mechatron Engn, Sydney, NSW, Australia
关键词
Sensors; Nonlinearity; Compensation; Linearization schemes; LOOK-UP TABLE; SILICON HUMIDITY SENSOR; SMART SENSORS; LINEAR-APPROXIMATION; A/D CONVERTER; COMPENSATION; IMPLEMENTATION; CALIBRATION; CIRCUIT; HYGROMETER;
D O I
10.21307/ijssis-2019-007
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Today, the sensing devices play an important role for various system automation and monitoring of different physical and chemical parameters. Nonlinearity is an important long-time issue for most of the sensors, so to compensate nonlinearity, various linearization schemes are reported in the literature. The accuracy of linearization schemes depends on the type and the nonlinearity value of the sensor output. Since it is difficult to find an exact polynomial equation or other functions to represent the response curve; it gives more error when the measurement parameter is determined from the inverse approximation functions. As many sensors are used for different applications, the linearized characteristics will simplify the design, calibration, and accuracy of the measurement. This paper presents a review of different methods applied to linearize sensor characteristics reported in the literature. Due to availability of high-performance analog devices, analog methods are still popular among many researchers. However, due to the advancement of IC technologies, hardware implementation of the software methods can be done easily with reduced time, cost, and more accuracy, so the digital methods combined with software techniques perform the job with better flexibility and efficiency.
引用
收藏
页码:1 / 21
页数:21
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