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When integrating single vision sensor and low grade IMU for 6-DOP navigation, nonlinearity of observation model makes a problem to estimate position, velocity and attitude. Conventional Kalman Filter could not estimate states correctly because it uses linearized model. Due to these reasons, nonlinear estimation should be used to figure out the nonlinear characteristics. By applying Unscented Kalman...
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