Neuro-fuzzy adaptive Kalman filtering for INS/GPS integration

Abstract

Adaptive Kalman filtering is widely used in data fusion and integration. This paper highlights the use of fuzzy inference system in INS/GPS integration for adaptation of the measurement noise covariance matrix, while the process covariance matrix is known. Selection of initial measurement noise covariance matrix, training process and an innovative adaption… (More)

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