Title :
The research of maneuvering target tracking based on Interacting Multiple Model
Author :
Zhenkai Xiong ; Heyao Jang ; Qiang Li ; Weichao Liu ; Tingfeng Chen
Author_Institution :
College of Mechanical and Electrical Engineering, Harbin Engineering University, China
Abstract :
An improved Interacting Multiple Model tracking algorithm is presented to solve the maneuvering target tracking problem. The model set including Constant Velocity Model, Constant Acceleration Model and Current Statistical Model is designed, and the Interacting Multiple Model method is used to select model. The improved unscented Kalman filter algorithm is proposed to enhance filtering effect. The simulation and actual tracking experiment results indicate that the algorithm in maneuvering target tracking is valid.
Keywords :
interacting multiple model; maneuvering target tracking; tracking algorithm; unscented kalman filter;
Conference_Titel :
Automatic Control and Artificial Intelligence (ACAI 2012), International Conference on
Conference_Location :
Xiamen
Electronic_ISBN :
978-1-84919-537-9
DOI :
10.1049/cp.2012.1429