With the rapid development of shipping in the 21st century, there is a growing emphasis on the radar security effectiveness in shipping. In the process of actual vessel sailing, there are usually multiple vessels rather a single ship, this proposed higher requirements to target tracking. In multiple target tracking, the joint probability data association is a better way to solve the data correlation. The particle filter is a better filtering method to solve nonlinear conditions. In this paper, the particle ...