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In the complex electromagnetic environment,the Global Navigation Satellite System (GNSS) wasseriously influenced by the interference.The anti-jammingalgorithm based on the uniform array have been widely used in GNSS interference suppression technology,but the number of the interference is limited by the number of the antenna sensor.This paper proposed an interference suppression algorithm based on the extended array,the algorithm could suppress more interference than the number of antenna sensor.Firstly,the covariance matrix of the non-uniform array is vectorized.After that,the spatial smoothing is used to build up the rank of the covariance matrix.With the smoothed covariance matrix,power inversion algorithm is used to estimate the directions of the interference.Then,forming an overdetermined equation based on the interference subspace and an arbitrary signal’s steering vector,whose direction is different form the interference.Finally,solving its least-squares solution to get the optimal weight,which can form nulls in the direction of interference without affecting the useful signal.The simulation results verify the effectiveness of the proposed algorithm.