Method of correcting various array errors in wave-reaching direction estimation
A technology of direction of arrival estimation and array error, which is applied to the radio wave direction/bias determination system, the direction/bias determination system, the direction/bias determination electromagnetic system and other directions, which can solve the problems of low processing speed and high complexity, To achieve the effect of reducing errors
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specific Embodiment approach 1
[0020] Specific Embodiment 1: The method for correcting multiple array errors in direction of arrival estimation in this embodiment, the uniform linear array used in the method is composed of M array elements, and N far-field signal sources are spatially distributed, , azimuth Angle θ i is the quantity to be estimated, i=1,2,...,N, the number of array elements and the number of signal sources satisfy Wherein L is the number of mutual coupling matrix parameters, and r represents the azimuth dimension of the array system; it is characterized in that, the method includes:
[0021] Step 1. Initialize the iteration count value n, obtain the amplitude-phase inconsistency error matrix Γ and the mutual coupling matrix C; obtain the eigendecomposition covariance matrix according to the MUSIC algorithm Noise subspace matrix U and noise subspace estimation matrix
[0022] Step 2. Define the spatial spectrum Where a(θ) is the steering vector; is the estimated value of the amplit...
specific Embodiment approach 2
[0031] Specific implementation mode two: the difference between this implementation mode and specific implementation mode one is that step four is specifically:
[0032] Keep DOA estimated angle and mutual coupling matrix unchanged, the calculation formula
[0033]
[0034] k is the current iteration count value; the vector formed by the diagonal elements of the amplitude-phase inconsistency error matrix Γ is δ=[Γ 11 ,Γ 22 ,…,Γ MM ], Q 1 (n)=diag{a(θ n )}.
[0035] use expressions Enter the formula as δ to obtain the estimated value of the amplitude-phase inconsistency matrix of the kth iteration in get The process is to select the first array element as the reference point, under the constraint condition δ H w=1, w=[1,0,…,0] to minimize J c .
[0036] Other steps and parameters are the same as those in Embodiment 1.
specific Embodiment approach 3
[0037] Specific implementation mode three: the difference between this implementation mode and specific implementation mode one or two is that step five is specifically:
[0038] Keep DOA Estimates Estimated value of magnitude and phase inconsistency error unchanged, the calculation formula
[0039]
[0040] k is the current iteration count value; use expressions Enter the formula as the initial value of c to get The estimation result of , the constraint condition is C 11 = 1, written as an equation Usually let W 1 =[1,0,…,0] T , u=1. Then by the expression c i =C 1i (i=1,2,…,L) to get the mutual coupling matrix estimated value. in
[0041]
[0042] The meaning of iteration in this embodiment is that the Bring into J initially as c c The first iteration is performed in the expression, the value of c is constantly changing during this process, and the result of the iteration is as the estimated results. Then use the estimated result as the in...
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