This paper presents a distributed user authentication scheme in wireless sensor networks. Our scheme utilizes the self-certified keys cryptosystem (SCK) to establish pair-wise keys. Based on these keys we propose two different kinds of user authentication scheme: local user authentication and remote user authentication. Our proposed user authentication scheme imposes very light computational and communication overhead, and our analysis also shows that our scheme is feasible for the real wireless sensor networks.