Utilizing the measured distance and information exchanged between two different nodes to cooperatively locate in a mobile network has become solution replace global navigation satellite system (GNSS) positioning. However, localization accuracy of belief propagation-based cooperative scheme is substantially influenced by number neighbors. In this paper, we propose combined with trajectory tracki...