Title :
A high-precision temperature measurement system based on noise cancellation
Author :
Fang Yixi ; Lei Kaizhuo ; Zhang Qunfei ; Huang Qiang ; Fan Zhibo
Author_Institution :
Sch. of Marine Sci. & Technol., Northwestern Polytech. Univ., Xi´an, China
Abstract :
Weak signal detection is a major problem in the signal processing. The paper proposes a method, in which the combination of hardware compensation and the corresponding algorithm cancellation are used to overcome the noise drifts and improve the detection accuracy of the high-precision temperature measurement system. A high-precision temperature measurement system is designed, platinum resistor PT1000, used as the temperature sensor, is in series with reference resistor and driven by constant-current source, which efficiently eliminates the effects of lead resistance and self-heating. A Discrete Gaussian noise model is established based on this hardware system. After the sampling signal is amplified, the A/D conversion is taken, then the temperature drifts correction is taken through SCM software and the noise cancellation algorithm is used by the host computer, solving the problems of drifts and noise and achieving better precision and stability. The experimental results show that this method greatly improves the accuracy and stability of the temperature measurement system and the measurement error is less than 0.007°C. Moreover, the standard deviation is less than 0.005°C.
Keywords :
Gaussian noise; amplification; computerised instrumentation; constant current sources; error compensation; interference suppression; measurement errors; measurement systems; platinum; resistance thermometers; resistors; signal detection; signal sampling; temperature measurement; temperature sensors; A-D conversion; PT1000; SCM software; algorithm cancellation; constant current source; discrete Gaussian noise model; hardware compensation; hardware system; host computer; measurement error; noise cancellation; noise drift; platinum resistor; reference resistor; sampling signal amplification; signal detection; signal processing; temperature drifts correction; temperature measurement system; temperature sensor; Accuracy; Maximum likelihood estimation; Noise; Platinum; Resistance; Temperature measurement; Voltage measurement; algorithm cancellation; high precision; platinum resistor; temperature measurement; weak signal detection;
Conference_Titel :
TENCON 2013 - 2013 IEEE Region 10 Conference (31194)
Conference_Location :
Xi´an
Print_ISBN :
978-1-4799-2825-5
DOI :
10.1109/TENCON.2013.6718505