Title :
Adaptive phased-array tracking in the standoff jammer using H infinity filter
Author :
Jing Hou ; Zhanrong Jing ; Tian Gao ; Yan Yang
Author_Institution :
Coll. of Electron. & Inf., Northwestern Polytech. Univ., Xi´an, China
Abstract :
A weighted sum H infinity filter algorithm is proposed for target tracking in the standoff jammer (SOJ). The algorithm takes full use of the jamming information by using an appropriate sensor model to improve the tracking accuracy when no measurement is received. Meanwhile, H infinity filter is adopted to improve the robustness of the entire tracking system, accounting for the statistical distribution uncertainty of the measurement and the jamming information. Simulation results show that the weighted sum H infinity filter exerts good robustness when the assumptions of the measurement noise and the jamming estimation error are inaccurate, its track continuity and tracking accuracy are significantly superior to Gaussian sum extended Kalman filter.
Keywords :
H∞ filters; electronic countermeasures; jamming; target tracking; ECM system; Gaussian sum extended Kalman filter; SOJ; adaptive phased-array tracking; jamming estimation error; jamming information; measurement noise; measurement statistical distribution uncertainty; sensor model; standoff jammer; target tracking; tracking accuracy; tracking system robustness; weighted sum H infinity filter algorithm; Accuracy; Jamming; Kalman filters; Noise; Radar tracking; Robustness; 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.2013.6568154