Unknown Clutter Passive Co-Location Method Based on Sparsity Order Optimization
A technology of cooperative positioning and sparsity, which is applied in positioning, radio wave measurement systems, instruments, etc., can solve the problems of uneven distribution of clutter and affect the performance of target tracking, so as to solve the problem of multi-target tracking and improve multi-target tracking performance effect
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[0017] The present invention is further analyzed below in conjunction with specific embodiment.
[0018] N k unknown and N k The target ≥ 0 appears within the detection range of the sensor, and the position of the receiving station is marked as X Rr =[x Rr ,y Rr ], considering that the external radiation source is an airborne external radiation source, the position of the transmitting station at the kth moment is denoted as X k,T =[x k,Ts ,y k,Ts ]. Consider a single target t(0≤t≤N k ) state X at time k k,t for in is the position of the target t in the Cartesian coordinate system at time k, is the instantaneous velocity of the target t at time k, and the state transition model is as follows:
[0019] x k+1.t =F·X k,t +v k (1)
[0020]
[0021] Where F is the state transition matrix, I 2 represents the second-order identity matrix, is the Kronecker product, the process noise v k ~N(0,Q), σ v is the standard deviation of the process noise, and τ is ...
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