Och Andreas, Schrattenecker Jochen O, Schuster Stefan, Hölzl Patrick A, Freidl Philipp F, Scheiblhofer Stefan, Zankl Dominik, Weigel Robert
DICE GmbH & Co. KG, 4040 Linz, Austria.
FAU Erlangen-Nuremberg, 91058 Erlangen, Germany.
Sensors (Basel). 2019 Jul 31;19(15):3351. doi: 10.3390/s19153351.
A primary concern in a multitude of industrial processes is the precise monitoring of gaseous substances to ensure proper operating conditions. However, many traditional technologies are not suitable for operation under harsh environmental conditions. Radar-based time-of-flight permittivity measurements have been proposed as alternative but suffer from high cost and limited accuracy in highly cluttered industrial plants. This paper examines the performance limits of low-cost frequency-modulated continuous-wave (FMCW) radar sensors for permittivity measurements. First, the accuracy limits are investigated theoretically and the Cramér-Rao lower bounds for time-of-flight based permittivity and concentration measurements are derived. In addition, Monte-Carlo simulations are carried out to validate the analytical solutions. The capabilities of the measurement concept are then demonstrated with different binary gas mixtures of Helium and Carbon Dioxide in air. A low-cost time-of-flight sensor based on two synchronized fully-integrated millimeter-wave (MMW) radar transceivers is developed and evaluated. A method to compensate systematic deviations caused by the measurement setup is proposed and implemented. The theoretical discussion underlines the necessity of exploiting the information contained in the signal phase to achieve the desired accuracy. Results of various permittivity and gas concentration measurements are in good accordance to reference sensors and measurements with a commercial vector network analyzer (VNA). In conclusion, the proposed radar-based low-cost sensor solution shows promising performance for the intended use in demanding industrial applications.
在众多工业过程中,一个主要关注点是精确监测气态物质以确保正常运行条件。然而,许多传统技术并不适用于恶劣环境条件下的运行。基于雷达的飞行时间介电常数测量方法已被提出作为替代方案,但在高度复杂的工业工厂中存在成本高和精度有限的问题。本文研究了用于介电常数测量的低成本调频连续波(FMCW)雷达传感器的性能极限。首先,从理论上研究了精度极限,并推导了基于飞行时间的介电常数和浓度测量的克拉美罗下界。此外,还进行了蒙特卡罗模拟以验证解析解。然后,通过空气中氦气和二氧化碳的不同二元气体混合物展示了测量概念的能力。开发并评估了一种基于两个同步全集成毫米波(MMW)雷达收发器的低成本飞行时间传感器。提出并实施了一种补偿测量设置引起的系统偏差的方法。理论讨论强调了利用信号相位中包含的信息以实现所需精度的必要性。各种介电常数和气体浓度测量的结果与参考传感器以及使用商用矢量网络分析仪(VNA)进行的测量结果高度一致。总之,所提出的基于雷达的低成本传感器解决方案在苛刻的工业应用中显示出有前景的性能。