Compared with the traditional tracking problem, underwater 3-D passive manoeuvring target faces following challenging problems: (1) Since signal propagation delay is varying and unknown, relationship between two adjacent states hard to describe; (2) limited by environment, it more difficult establish a motion model; (3) speed of acoustic varies depth, path will be curved instead straight. Vario...