DocumentCode :
3485156
Title :
Evaluation of a Low-cost Inertial Dynamic Measurement System
Author :
Gao, Jian ; Webb, Phil ; Gindy, Nabil
Author_Institution :
Sch. of Electromech. Eng., Guangdong Univ. of Technol., Guangzhou
fYear :
2008
fDate :
21-24 Sept. 2008
Firstpage :
1
Lastpage :
5
Abstract :
For a parallel kinematic machine (PKM), encoders may be used to measure the relative change in length of the strut but they cannot detect any deformation of the strut due to thermal expansion and load. To obtain this type of data displacement should be directly measured for each strut. The use of inertial sensors provides a possible solution for the PKM strut length measurement. However, due to the dynamic characteristics of an inertial system and the effect of the machine tool environment, the inertial data contained bias error, misalignment and wide band random noise, and thus resulted in system position inaccuracy. In this paper, an inertial sensor based dynamic measurement system is introduced. Errors contained in the measurement system are analysed. To suppress the residual error which causing drifting error in position due to double integration process, an external measurement is used to estimate the system state variables through Kalman Filter data fusion. Results from these data processing methods applied are presented and analysed.
Keywords :
Kalman filters; inertial navigation; machine tools; sensor fusion; thermal expansion; Kalman filter data fusion; data displacement; low-cost inertial dynamic measurement system; machine tool; parallel kinematic machine; thermal expansion; Displacement measurement; Kinematics; Length measurement; Machine tools; Sensor phenomena and characterization; Sensor systems; Thermal expansion; Thermal loading; Wideband; Working environment noise; Dynamic measurement; Estimation; Inertial sensors; Kalman filtering; Parallel Kinematic Machine (PKM); Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics, Automation and Mechatronics, 2008 IEEE Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1675-2
Electronic_ISBN :
978-1-4244-1676-9
Type :
conf
DOI :
10.1109/RAMECH.2008.4681488
Filename :
4681488
Link To Document :
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