DocumentCode
2987352
Title
Data Acquisition and Communication System of Miniature UAV Based on DSP
Author
Luo Yunlin ; Chen Xuehu
Author_Institution
Aeronaut. Autom. Coll., Civil Aviation Univ. of China, Tianjin, China
fYear
2012
fDate
7-9 Dec. 2012
Firstpage
736
Lastpage
740
Abstract
In order to meet the requirements of flight parameters high-speed, accurate data acquisition and reliable transmission of micro-UAV control and navigation system, this paper designed a data acquisition and transmission system based on the TMS320F2812 DSP. This system can conduct the digital signals acquisition, computation, and filtering, which are output from the GPS receiver and micro inertial measurement unit, and the data is sent to the ground station in the form of messages periodically. Using the model of a tightly coupled combination of navigation, an improved UKF algorithm, which introduce a square root filter into UKF(unscented kalman filter), was proposed to solve the problem of filter divergence under high dynamic conditions. Experiments show that the system hardware and software coordinate well and improved UKF tightly coupled navigation system has a better accuracy and stability under high dynamic.
Keywords
Global Positioning System; Kalman filters; autonomous aerial vehicles; control engineering computing; data acquisition; data communication; digital signal processing chips; filtering theory; nonlinear filters; path planning; GPS receiver; TMS320F2812 DSP chip; UKF algorithm; autonomous aerial vehicles; data acquisition system; data communication system; digital signal computation; digital signal filtering; digital signals acquisition; filter divergence; micro-UAV control; microinertial measurement unit; miniature UAV; navigation system; square root filter; unscented Kalman filter; Accuracy; Data acquisition; Digital signal processing; Filtering algorithms; Global Positioning System; Hardware; DSP; data acquisition and transmission system; potter square root filter algorithm; unscented kalman filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Engineering and Communication Technology (ICCECT), 2012 International Conference on
Conference_Location
Liaoning
Print_ISBN
978-1-4673-4499-9
Type
conf
DOI
10.1109/ICCECT.2012.86
Filename
6414004
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