基于Roberts直线表示的三维空间约束航迹起始算法OA

Track initiation is the primary step in radar target tracking systems.However,in modern battlefields,the high clutter environment significantly limits the initiation efficiency and accuracy of existing track initiation meth-ods.Firstly,this paper constructs multi-layer physical constraints based on target kinematic characteristics.By rapidly screening of radar plots,it effectively eliminates invalid combinations,substantially reduces the scale of subsequent pro-cessing,and enhances the initiation efficiency.Secondly,to fully utilize three-dimensional measurement information,the Roberts representation method is adopted to construct a characterization model for spatial linear trajectories.This con-verts plots into stable geometric feature representations with anti-singularity.Building upon this,a modified Hough trans-form mechanism is introduced.Through random sampling and dynamic clustering in the parameter space,efficient statis-tical accumulation is achieved in the strong clutter background,thereby improving the track initiation rate.Simulation results demonstrate that the proposed method outperforms both the logical method and the two-dimensional Hough trans-form under different clutter densities.