Title :
Phase demodulation of magnetic GMR signal for virtual sensing applications by using hilbert transform
Author :
Adnan, Muhammad ; Hammerschmidt, Dirk ; Huemer, Mario
Author_Institution :
CTR Carinthian Tech. Reserach AG, Villach, Austria
Abstract :
GMR (Giant MagnetoResistance) sensors, which are used in conjunction with magnetic encoders (magnetic pole wheels), have a huge number of applications in automotive and machine industry, where they are used to compute the rotational speed of rotating parts like wheels and shafts. In this paper, we present an analytical model of magnetic pole wheel signal as it is sensed by a GMR sensor. Experimental measurements are performed to check the validity of the mathematical model. Furthermore, we present a novel digital signal processing technique, which incorporates the Hilbert transformer to phase demodulate this GMR signals to compute high resolution instantaneous position and speed information. A frequency domain analysis is then deployed to analyze the signal for any low frequency vibrations present in the rotating part.
Keywords :
Hilbert transforms; demodulation; frequency-domain analysis; giant magnetoresistance; magnetic field measurement; magnetic sensors; mathematical analysis; phase modulation; position measurement; signal resolution; velocity measurement; Hilbert transform; automotive industry; digital signal processing technique; frequency domain analysis; giant magnetoresistance sensor; machine industry; magnetic GMR signal sensor; magnetic encoder; magnetic pole wheel signal model; mathematical model; phase demodulation; rotational speed measurement; shaft; virtual sensing application; Frequency modulation; Frequency-domain analysis; Magnetic domains; Magnetic sensors; Transforms; Wheels;
Conference_Titel :
Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2015 38th International Convention on
Conference_Location :
Opatija
DOI :
10.1109/MIPRO.2015.7160251