Title :
Maneuvering frequency adaptive algorithm of maneuvering target tracking
Author :
Liang Chen ; Xin Gong ; Huijing Shi ; Junwei Yang
Author_Institution :
Kunming Shipborne Equip. Res. & Test Centre, Kunming, China
Abstract :
The current statistical model is one of most effective method for maneuvering target tracking. It´s the mean acceleration model and it reflects the variation of target´s maneuvering rang and the intensity more practically . However, the frequency of maneuvering α , which represents the variation of target maneuvering, needs to be predefined and it won´t be changed with the targets maneuvering. That makes the effect of tracking system drop dramatically. Based on analysis on kinetic characteristic of target, a maneuvering frequency adaptive algorithm was proposed. The model of maneuvering frequency was built and the parameter α was adjusted adaptively with maneuvering. At last, the simulation results prove this algorithm effectiveness and efficiency.
Keywords :
statistical analysis; target tracking; kinetic target characteristic; maneuvering frequency adaptive algorithm; maneuvering intensity; maneuvering rang; maneuvering target tracking; mean acceleration model; statistical model; Acceleration; Adaptation models; Frequency estimation; State estimation; Target tracking;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2013 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-6248-1
DOI :
10.1109/ICICIP.2013.6568117