DocumentCode :
2520216
Title :
The design and application of human attitude detector based on inertial measurement unit
Author :
Yanru, Zhang ; Guohui, Tian ; Xin, Gao ; Fengyu, Zhou
Author_Institution :
Sch. of Control Sci. & Eng., Shandong Univ., Jinan, China
fYear :
2011
fDate :
23-25 May 2011
Firstpage :
2772
Lastpage :
2777
Abstract :
In order to decrease the casualties, monitor the real-time motion and safety of the fireman in fire scene, an accurate, efficient and low-cost attitude detector is designed. To monitor the attitude angle in real time, the extend Kalman filter for attitude detector based on quaternion is presented internally. To improve the accuracy detector uses the three-axis MEMS gyroscope with range of 1200°/s, and sensor data is processed by using a dynamic zero-calibration method and a configurable Parks-McClellan window FIR low-pass filter. The three-axis MEMS accelerometer and compass are also used. In consideration of the compensation of the incline the affect of soft and hard magnet, and the centripetal force, automatic calibration system is designed to be adapted in different environment to guarantee the dynamic correction. At the same time, detector integrates the wireless radio frequency technology and the OpenGL representation of the real-time human motion in 3D are also given. The results of experiment show that the heading and attitude data computed from the accelerometers and magnetometers is used for compensating the drift of gyroscopes, and the dynamic accuracy is controlled within 2 degree, meanwhile, the static accuracy is no more than 0.5 degree. Through the test of principle prototype, the feasibility and stability of the attitude detector are also demonstrated.
Keywords :
Kalman filters; accelerometers; emergency services; fires; gyroscopes; magnetometers; microsensors; safety; sensor fusion; wireless sensor networks; 3D real-time human motion representation; MEMS accelerometer; MEMS gyroscope; OpenGL representation; attitude angle; automatic calibration system; centripetal force; compass; configurable Parks-McClellan window FIR low-pass filter; data fusion; dynamic accuracy; dynamic correction; dynamic zero-calibration method; extended Kalman filter; fire scene; firefighter safety; fireman safety monitoring; gyroscope drift compensation; human attitude detector; inertial measurement unit; magnetometers; quaternion; real-time motion monitoring; sensor data processing; static accuracy; wireless radio frequency technology; Accelerometers; Compass; Detectors; Fires; Magnetic separation; Magnetometers; Real time systems; Attitude detect; Quaternion; Tilt compensation; Zero-calibration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
Type :
conf
DOI :
10.1109/CCDC.2011.5968682
Filename :
5968682
Link To Document :
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