Abstract: The filtering effects are analyzed when the innovations＇ series in an adaptive Kalman filter（AKF） is colored noise. Taken the matrix norm as a tool, it is proved that at time k, the distance between the covariance matrix in the AKF and the covariance matr

Key words: Wireless sensor network, Localization, Adaptive kalman filter, Filtering effect, Filtering convergence