Title :
The hybrid law design based on interacting multiple model algorithm
Author :
Fu Xuan-li ; Fan Shi-jie ; Fan Hong-qi ; Xiao Huai-tie
Author_Institution :
Sci. & Technol. on Autom. Target Recognition Lab., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
A hybrid differential game law DGL/H based on IMM algorithm is proposed for endgame randomly maneuvering target interception to solve the robustness of traditional single guidance law and the target state estimation delayed high sensitivity. IMM/DGL/H law takes the performance advantage of three differential game laws, DGL/C, DGL/1 and DGL/0 law, into account, employs the change of model probability of IMM algorithm to detect the evasive maneuver, and then achieves the guidance law online options in use of the detection time to weaken the estimation delay for homing performance. Simulation results show that IMM algorithm for acceleration estimation can obtain higher estimation accuracy. The hybrid differential game law DGL/ H, compared with a single guidance law, has a better homing performance.
Keywords :
differential games; probability; state estimation; DGL/0 law; DGL/1 law; DGL/C law; IMM algorithm; IMM/DGL/H law; acceleration estimation; detection time; endgame randomly maneuvering target interception; estimation accuracy; estimation delay; guidance law online options; homing performance; hybrid differential game law DGL/H; hybrid law design; interacting multiple model algorithm; model probability; single guidance law; target state estimation; Acceleration; Radio frequency; Sensitivity; IMM; differential game; hybrid differential game law; single shot kill probability; target interception; zero effort miss;
Conference_Titel :
Measurement, Information and Control (ICMIC), 2013 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-1390-9
DOI :
10.1109/MIC.2013.6758103