Linearization of Non-Linear Pressure Sensor for Autonomous Underwater Vehicle Presented By: Dominic Besner, Martin Kmita, Mélanie Potvin ELG 4135 Electronics III Dr. Riadh Habash Nov. 28, 2006 System Overview Pressure Sensor Compass SBC D.V.L. Sonar Actuators (Motors) Focus of Project Pressure Sensor Pressure Range: 0 – 25 PSI Input: 4.75 – 5.25 V DC Output: 0.5 – 4.5 V DC Objective Expected Linear Behavior: P= Po+ ρgD Actual Non-Linear Behavior : V = 0.0768 D2+0.01255 D +0.62 Possible Solutions Table Look-Up – Pros : Speed of the data analysis – Cons : Not accurate Frequency Domain Linearization – Pros : Only need few inexpensive components – Cons : Filters are not ideal Mathematical Models – Pros : Accuracy – Cons : Need Mathematical Library Pressure Sensor Diagram Chosen Implementation Chosen Equation Sensor Equation: V = αD2+βD+C0 α = 0.0768, β = 0.01255, C0 = 0.62 Desired Equation: V’ = γD Chosen Equation Linearization Equation: V = AV’2 + BV’ + C0 V’ = 1/A ( (V-C0)/V’ - B) A = α / γ2 B=β/γ γ = 0.2046 , A = 1.8355, B = 0.0614 Implementation Circuit Offset Compensator Divider Adder Implemented Circuit Simulation Results Results Conclusion Modeled the non-linear characteristics of a pressure sensor using a second order equation Designed a mathematical model to linearize the output voltage Implemented a linearization circuit using simple and inexpensive components based on the mathematical model References Christopher D. Williams, “AUV Systems at the NRC-IOT: An Update”, IEEE Underwater Technology, 2004. UT '04. 2004 International Symposium on, 2004. Nabil I. Khachab, Mohammed Ismail. “Linearization Techniques for nth-Order Sensor Models in MOS VLSI Technology”. IEEE Transaction on Circuits and Systems, Vol. 38, No. 12, Decembre 1991. J.M. Dias Pereiral, O. Postolache, P. Silva Girao, “Adaptive Self-Calibration Algorithm for Smart Sensors Linearization”. IMTC 2005 Instrumentation and Measurement Technology Conference, Ottawa, Canada, May 17 to 19, 2005. D. Besner, J. Cheong, E. Ho, M. Kmita, S. Nguyen, “Development of an Autonomous Underwater Vehicle with Custom Passive Sonar”. University of Ottawa, December 2005. Benson Harris, “University Physics”. John Wiley & Son Inc., revised edition, Quebec, Canada, 1996, Chapter 14, p: 284-292. References (con’t) MSI sensor. “MSP 600 Datasheet”. May 25th 2004, Revision C. TSI Incorporated. “Thermal Anemometry System” http://www.tsi.com/TechNotes/technotes.aspx?Pid=197&lid=544&file=ta-lukuptbl. Visited on November 5th, 2006. Grayson King, Toru Fukushima. “RTD Interfacing and Linearization Using ADuC8xx MicroConverter”. Application Note for Analog Devices, Rev. 0, 2004. Kwok-Keung M. Cheng, Chi-Shuen Leung. “A Novel Generalized Low-Frequency SignalInjection Method for Multistage Amplifier Linearization”. IEEE Transaction on Microwave Theory and Techniques, Vol 51, No.2, February 2003. Thank You ! ?