Title :
A New Method of Cooperative Localization for a Long Range Flight Formation
Author :
Cui, Tianshu ; Zhang, Qingzhen ; Zhang, Yaolei
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
Abstract :
It is always a hot topic to the navigation precision problem in long range flight formations, for it is difficult to ensure high navigation accuracy for every vehicle in the formation because of big cost of highly accurate Inertial Navigation System (INS). A new cooperative localization method is presented to solve the problem of the accuracy and cost for long range flight formations, in which one master vehicle is equipped with high precision INS, and the slave vehicles are equipped without INS or with low precision and inexpensive INS. The method is to change the cooperative localization problem to a target tracking problem. At first, the relative ranges and bearing angles between the slave vehicles and the master are acquired by the detector in the master vehicle and used to be the measurement information, then, an Extended Kalman Filter estimator is designed to deal with the nonlinearity from the measurement equation, at last, the location information is communicated to the slave vehicles by data link in the formation. The simulation results validate the effectiveness of the cooperative localization method.
Keywords :
Kalman filters; aircraft navigation; inertial navigation; matrix algebra; nonlinear filters; target tracking; bearing angles; cooperative localization method; data link; extended Kalman filter estimator; inertial navigation system; long range flight formation; master vehicle; measurement equation; measurement information; navigation precision problem; slave vehicles; target tracking problem; Equations; Kalman filters; Mathematical model; Navigation; Noise measurement; Trajectory; Vehicles; EKF; cooperative localization; flight formation;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control, 2011 First International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-4519-6
DOI :
10.1109/IMCCC.2011.235