IMU Application in Measurement of Vehicle Position and Orientation for Controlling a Pan-Tilt Mechanism
Abstract
This paper describes a modeling and designing of inertial sensor using Inertial Measurement Unit (IMU) to measure the position and orientation of a vehicle motion. Sensor modeling is used to derive the vehicle attitude models where the sensor is attached while the sensor design is used to obtain the data as the input to control the angles of a pan-tilt mechanism with 2 degrees of freedom. Inertial sensor Phidget Spatial 3/3/3, which is a combination of 3-axis gyroscope, 3-axis accelerometer and 3-axis magnetometer, is used as the research object. Software for reading the sensor was made by using Matlab™. The result shows that the software can be applied to the sensor in the real-time reading process. The sensor readings should consider several things i.e. (a) sampling time should not be less than 32 ms and (b) deviation ratio between measurement noise (r) and process noise (q) for the parameters of Kalman filter is 1:5 (i.e. r = 0.08 and q = 0.4).
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H. M. Saputra, et al., "Analysis of Inverse Angle Method for Controlling Two Degree of Freedom Manipulator," Journal of Mechatronics, Electrical Power, and Vehicular Technology, vol. 03, pp. 9-16, 2012. crossref
N. H. Q. Phuong, et al., "A DCM Based Orientation Estimation Algorithm with an Inertial Measurement Unit and a Magnetic Compass," Journal of Universal Computer Science, vol. 15, pp. 859-876, 2009.crossref
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1. Complex-Track Following in Real-Time Using Model-Based Predictive Control
Wael Farag
International Journal of Intelligent Transportation Systems Research vol: 19 issue: 1 first page: 112 year: 2021
doi: 10.1007/s13177-020-00226-1