Recently, direction-of-arrival (DOA) estimation in impul- sive noise scenarios has been extensively investigated in the field of co-prime array signal processing. This paper pro- poses a combined enhanced bounded nonlinear covariance and phased fractional low-order moment (EBNC-PFLOM) method, which incorporates the advantages of both EBNC and PFLOM and mitigates the impulsive noise by construct- ing the equivalent data covariance matrix of the received signals. Furthermore, when dealing with a limited number of input signals, the proposed method is capable of directly estimating the signals’ DOA without spatial smoothing. Sim- ulation results show that the proposed method outperforms the recently reported methods.