CN102104196A - Module-level error analytic control method for phased array antenna system - Google Patents

Module-level error analytic control method for phased array antenna system Download PDF

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CN102104196A
CN102104196A CN2010105482835A CN201010548283A CN102104196A CN 102104196 A CN102104196 A CN 102104196A CN 2010105482835 A CN2010105482835 A CN 2010105482835A CN 201010548283 A CN201010548283 A CN 201010548283A CN 102104196 A CN102104196 A CN 102104196A
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antenna system
array antenna
phased array
error
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CN102104196B (en
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何庆强
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CETC 10 Research Institute
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Abstract

The invention discloses a module-level error analytic control method for a phased array antenna system, which belongs to the technical field of electronics. The method comprises the following steps of: first, determining initial values of each module error according to a phased array system error analytic control probability model; then, establishing a numerical experiment model according to an amplitude-phase error of each module and an active unit directional diagram; next, generating a numerical test matrix; and finally, outputting a phased array antenna system error analytic control result meeting an expected requirement in a numerical experiment mode. The method finally guides a module design and an overall system design effectively by effectively regulating and controlling various types of errors of a system based on each of module errors and an interconnection mismatch influence among the module errors; and in reverse, the method also can evaluate performance indexes such as an array minor lobe level of the phased array antenna system, a 3dB beam width, the gain loss of an array, beam-pointing accuracy and the like according to actual amplitude-phase errors of modules, and a system error caused by the interconnection mismatch of each of modules.

Description

A kind of phased array antenna system module level error analysis control method
Technical field
The invention belongs to electronic technology field, particularly array antenna technology and phased array antenna technology.
Background technology
Phased array antenna system is made up of core components such as aerial array, TR assembly, radio frequency networks usually.The imperfect element of these that comprise in the system and module can cause multiple at random with the space on relevant error, will cause great influence to phased array antenna system after all these error stacks, may reduce the ability that the anti-electronic jamming of system, anti-antiradiation missile and clutter suppress.
Traditional phased array antenna error analysis control method adopts Probability Principles to analyze, for example, technical report " The Theory of Array Antennas " (MIT Lincoln Lab., 1963) and books " phased array radar system " (National Defense Industry Press, 1993) studied antenna element random magnitude and phase error to the influence of antenna performance, digital phase shifter quantization error to the influence of array antenna Effect on Performance and feeder line standing wave to amplitude-phase consistency.Document " Design of Error Tolerance of a Phased Array " (Electronics Letters, 1985) studied the influence of amplitude phase error to the two-dimensional planar array secondary lobe, provided relevant probability distribution curve according to the Rice random distribution, and amplitude phase error is to the influence of array direction and the influence of array lobe width.Books " Phased Array Antenna Handbook; Second Edition " (Artech House Inc., 2005) according to average lobe statistical property, studied of the influence of the amplitude phase error of cyclic array to array peak value secondary lobe, and periodically the width of cloth distribute mutually and the time retardationization to the influence of array secondary lobe.Document " random error is to the influence of modular array antenna side lobe " (electric wave science journal, Vol.21, No.6,2006) derived phase error, the span of cell position sum of errors submatrix site error and the relation of modular array antenna side lobe cumulative probability and the relation of cell position error, submatrix site error and integral position error.Books " Phased Array Radar Antenna " (National Defense Industry Press, 2007) with Probability Principles the statistical property of planar phased array antenna has been done analysis, array gain loss and the minor level studied under array element excitation amplitude phase error, site error and the array element failure conditions worsen situation.Generally speaking, traditional phase array error analysis and secondary lobe performance estimating method adopt Probability Principles to carry out modeling analysis, its shortcoming is that said method can not obtain result accurately when array antenna is structure weight matrices, aperiodic structure battle array, curved surface conformal array structure.In addition, traditional analytical method do not analyze from the conceptive error to each module of module level, the systematic error that the module interconnects mismatch causes does not consider that therefore traditional analytical method is difficult to the accurately Discrepancy Control Area of each module of control yet.
Generally speaking, for phased array antenna system, how exactly the irregularity degree of analytical system (comprising the front distortion that the factors such as mismachining tolerance, location tolerance, wind-force, gravity of device cause), each module amplitude phase error, phase shifter quantization error, array mutual coupling influence and module interconnects mismatch also not have definite technical scheme at present to the influence of systematic function.
Summary of the invention
The invention provides a kind of phased array antenna system module level error analysis control method.The present invention can calculate the error range that each module need be controlled in the phased array antenna system, thereby instruct modular design effectively according to the expectation requirement of the overall secondary lobe performance of phased array antenna system, finishes the phased array antenna system master-plan; The present invention can also be according to the amplitude phase error of each module reality in the phased array antenna system, and the systematic error that causes of each module interconnects mismatch, assesses the overall secondary lobe performance of phased array antenna system conversely.
Because the error of all modules has stochastic behaviour in the phased array antenna system, can set up the probabilistic model of phased array antenna system error analysis and secondary lobe Performance Evaluation according to Probability Principles, obtain the roughly approximation of each module error of phased array antenna system; Then, analyze according to the systematic error that module amplitude phase error, the irregularity degree of system, array mutual coupling influence, phase shifter quantization error, the module interconnects mismatch of phased array antenna system causes, set up the numerical experiment model of phased array antenna system error analysis; Again with the approximation of each module error of phased array antenna system of obtaining at first initial input as the numerical experiment model, according to the algorithmic rule that is provided with all kinds of errors of system are regulated and control, pass through iteration optimization algorithms, adopt the mode of numerical experiment, accurately draw the ERROR CONTROL and the systematic function assessment of full spatial domain arbitrary structures phased array antenna system.
Detailed technology scheme of the present invention is as follows:
A kind of phased array antenna system module level error analysis control method as shown in Figure 2, may further comprise the steps:
Step 1: the variances sigma of tentatively determining phased array antenna system overall error δ 2According to the statistical property of standard array antenna lobe, set up the probability theory model of phased array antenna system error analysis and secondary lobe Performance Evaluation:
P ( S ≤ S L ) = ∫ 0 s L S σ 1 2 exp [ - ( S 2 + R ‾ 2 ) 2 σ 1 2 ] I 0 ( S R ‾ σ 1 2 ) dS - - - ( 1 )
Wherein, P is that the actual minor level S of phased array antenna system is no more than (being better than) expectation minor level S LProbability, S is the actual minor level of phased array antenna system, S LBe the expectation minor level of phased array antenna system,
Figure BDA0000032834660000022
Be the mean value of secondary lobe and main lobe ratio,
Figure BDA0000032834660000023
Be the variance of phased array antenna system overall error, I 0Be Rayleigh Distribution Function; Minor level S according to the phased array antenna system expectation LAnd probability P, can obtain a path channels error delta in the phased array antenna system by (1) formula 1Variance
Figure BDA0000032834660000024
And then can get the variances sigma of phased array antenna system overall error δ 2:
σ 2 ; 2 σ 1 2 ηP ( Γ ) W - - - ( 2 )
Wherein, η is the efficient of phased array antenna system; W is a phased array antenna system array element sum; P (Γ) is effective work probability of phased array antenna system array element; Γ represents the stochastic variable distribution matrix whether array element damages, and the element among the matrix Γ is " 1 " or " 0 ", and the array element of " 1 " expression correspondence position is intact, and the array element of " 0 " expression correspondence position damages.
Step 2: determine
Figure BDA0000032834660000032
With
Figure BDA0000032834660000033
Initial value.
Because the variances sigma of the phased array antenna system overall error δ that step 1 draws 2Satisfy following relation:
σ 2 = σ A 2 + σ φ 2 σ A 2 = σ A , TR 2 + σ A , BF 2 σ φ 2 = σ AN 2 + σ φ , TR 2 + σ φ , BF 2 + σ P 2 + σ c 2 - - - ( 3 )
Wherein
Figure BDA0000032834660000035
Be the total range error δ of phased array antenna system AVariance, be generally σ 220%~40%;
Figure BDA0000032834660000036
Be the total phase error δ of phased array antenna system φVariance, be generally σ 260%~80%;
Figure BDA0000032834660000037
Be TR assembly range error δ in the phased array antenna system A, TRVariance, be generally
Figure BDA0000032834660000038
60%~80%;
Figure BDA0000032834660000039
Be phased array antenna system medium wave l network range error δ A, BFVariance, be generally
Figure BDA00000328346600000310
20%~40%;
Figure BDA00000328346600000311
Irregularity degree error delta for phased array antenna system ANVariance, be generally
Figure BDA00000328346600000312
5%~15%; Be TR assembly phase error δ in the phased array antenna system φ, TRVariance, be generally
Figure BDA00000328346600000314
35%~65%;
Figure BDA00000328346600000315
The δ of phased array antenna system medium wave l network phase error φ, BFVariance is generally
Figure BDA00000328346600000316
10%~30%;
Figure BDA00000328346600000317
The variance of digital phase shifter quantization error is generally in the phased array antenna system
Figure BDA00000328346600000318
5%~10%;
Figure BDA00000328346600000319
The error delta that the module interconnects mismatch causes in the phased array antenna system cVariance, be generally
Figure BDA00000328346600000320
15%~30%.
According to formula (3), determine the initial input parameter of the variance of various errors in the numerical experiment model.
Step 3: determine the active cell directional diagram in the phased array antenna system
Figure BDA00000328346600000321
Adopt the method for Theoretical Calculation, Electromagnetic Simulation or experiment test, obtain the active cell directional diagram of considering unit mutual coupling, mounting plate, array environmental impact
Figure BDA00000328346600000322
Step 4: make up the numerical experiment model.
Make up the numerical experiment model F of the phased array antenna system in any array structure arbitrary scan zone, full spatial domain N(θ, φ):
F N ( θ , φ ) = Σ m = 1 M Σ n = 1 N Γ · I mn · ( 1 + δ A ) exp ( jδ φ ) f mn a ( θ , φ ) exp ( jk r ^ · R mn ) exp ( jk r ^ · R 0 ) - - - ( 4 )
(4) in the formula,
Figure BDA0000032834660000042
Be (θ, unit radiation vector φ), R from the origin of coordinates to the point of observation MnBe the position coordinates of antenna element in the phased array antenna system, I MnBe that m is capable, the current value of n row radiating element, k is a wave number, j unit imaginary number, R 0Main lobe pointing direction when being array pattern scanning; δ ASatisfying average is zero, and variance is
Figure BDA0000032834660000043
Normal distribution; δ φSatisfying average is zero, and variance is Normal distribution.
Step 5:, produce the numerical value test matrix according to the determined numerical experiment model of step 4.Wherein the numerical value test comprises Γ matrix, δ with matrix AMatrix and δ φMatrix.Described Γ matrix is the stochastic variable distribution matrix whether array element damages, and its producing method is: for effective work probability P (Γ) of a given phased array antenna system array element, adopt the Discrete Stochastic location mode to determine.Described δ AMatrix is that to satisfy average be zero, and variance is
Figure BDA0000032834660000045
The normal distribution matrix; Described δ φMatrix is that to satisfy average be zero, and variance is
Figure BDA0000032834660000046
The normal distribution matrix.
Step 6:, calculate the numerical experiment results of a phased array antenna system with the numerical value test matrix substitution formula (4) that step 5 produced.
Step 7: execution in step 5~6 is total to T repeatedly 1Inferior, obtain T 1The numerical experiment results of individual phased array antenna system; To T 1The numerical experiment results of individual phased array antenna system is carried out statistical analysis, if reach the expectation requirement of phased array antenna system, exports then that step 2 determines With Value; Otherwise execution in step 8.
Step 8: right
Figure BDA0000032834660000049
With Again assignment is returned step 5.
By technique scheme, can finish phased array antenna system module level error analysis control.
The invention has the beneficial effects as follows:
The invention solves conventional method and be not suitable for the phased array antenna system module level error analysis control of structure weight matrices, aperiodic structure battle array and curved surface conformal array structure and the technical problem that overall performance is assessed.This method based on each module error in the phased array antenna system and between them the interconnection mismatch influence, by all kinds of errors of system are effectively regulated and control, can carry out module level error analysis control to the phased array antenna system of arbitrary face arbitrary scan position, the full spatial domain of array.The present invention not only can calculate the error range that each module need be controlled according to the expectation requirement of phased array antenna system secondary lobe performance, thereby can instruct modular design effectively, finishes the phased array antenna system master-plan; Conversely also can be according to the amplitude phase error of module and the actual arrival of device, and the systematic error that causes of each module interconnects mismatch, performance index such as the gain loss of phased array antenna system array minor level, 3dB beamwidth, array and beam-pointing accuracy are assessed.The present invention combines active cell directional diagram technology, can accurately obtain element pattern data message in the battle array, make the analysis and Control result accurately and reliably, has very strong engineering adaptability, can be applicable to one dimensional linear array, two dimensional surface battle array, structure weight matrices, Sparse Array, curved surface conformal array, and the phased array antenna system module level error analysis control of other any array structure and overall performance assessment.
Description of drawings
Fig. 1 is each module cascade schematic diagram of phased array antenna system of the present invention.This phased array antenna system is made up of antenna array, TR assembly, radio frequency network, frequency conversion channel, ripple control device, power supply, device end.
Fig. 2 is the workflow diagram of phased array antenna system error analysis of the present invention and Performance Evaluation.Wherein the systematic error approximation that obtains of probability theory model can be decomposed into module amplitude phase error, module cascade error, system's irregularity degree, quantization error, and of the initial parameter input of these errors as the numerical experiment model, numerical experiment results by numerical experiment Model Calculation phased array antenna system, carry out next step flow process by judging, if index is up to standard, then directly export the result, if index is not up to standard, then carry out parameter and upgrade, up to the satisfactory result of output.
Fig. 3 is the octangle structure weight matrices structural representation described in the specific embodiment of the invention.
Fig. 4 is φ=0 ° of the octangle structure weight matrices phased array antenna system Performance Evaluation actual measurement described in the specific embodiment of the invention, 180 °, and the antenna pattern of θ=0 °~90 ° of faces.
Fig. 5 is φ=45 ° of the octangle structure weight matrices phased array antenna system Performance Evaluation actual measurement described in the specific embodiment of the invention, 225 °, and the antenna pattern of θ=0 °~90 ° of faces.
Fig. 6 is φ=90 ° of the octangle structure weight matrices phased array antenna system Performance Evaluation actual measurement described in the specific embodiment of the invention, 270 °, and the antenna pattern of θ=0 °~90 ° of faces.
Fig. 7 is φ=135 ° of the anistree structure weight matrices phased array antenna system Performance Evaluation actual measurement described in the specific embodiment of the invention, 315 °, and the antenna pattern of θ=0 °~90 ° of faces.
Embodiment
It is as follows to implement principle of the present invention: at first set up the probabilistic model of phased array antenna system error analysis control according to Probability Principles, determine the initial parameter value of each module error of phased array antenna system; The systematic error that causes according to module amplitude phase error, the irregularity degree of system, phase shifter quantization error, the module interconnects mismatch of phased array antenna system then, take the active cell directional diagram information of array mutual coupling influence into consideration, set up the numerical experiment model of phased array antenna system error analysis control; Produce according to the numerical experiment model again and comprise Γ matrix, δ AMatrix and δ φThe numerical value test matrix of matrix; At last with the initial parameter value substitution numerical experiment model of each module error, calculate the numerical experiment results of phased array antenna system, and the logarithm value experimental result is carried out statistical analysis: if reach the expectation requirement of phased array antenna system, then export phased array antenna system error analysis control result, otherwise upgrade the parameter value of each module error, recomputate the phased array antenna system error analysis control result who meets the expectation and require until output according to the numerical experiment model.
Below in conjunction with an octangle structure weight matrices phased array antenna system, the present invention is further specified.
If the phased array antenna system antenna array is a M * N array element, get M=12 in the present embodiment, N=12,6 unit are removed at four angles respectively, form one 120 yuan anistree battle array, as shown in Figure 3.
(1), estimates the variance of phased array antenna system accumulation overall error.According to probabilistic model
P ( S ≤ S L ) = ∫ 0 s L S σ 1 2 exp [ - ( S 2 + R ‾ 2 ) 2 σ 1 2 ] I 0 ( S R ‾ σ 1 2 ) dS
Can draw the variances sigma of phased array antenna system accumulation overall error 2In this example, the theoretical minor level of structure weight matrices is-17.8dB, so the average minor level
Figure BDA0000032834660000062
Very little, when strict departure, desirable average minor level is
Figure BDA0000032834660000063
Get expectation minor level S simultaneously L=-16dB, probability is taken as 97%, can obtain the systematic error variances sigma 1=0.0297, consider that the efficiency eta of phased array antenna system is 80%, array element lost efficacy 5%, and the overall error σ of system is then arranged 20.1614.
(2), determine the initial input parameter of numerical experiment model.
The first, determine the error of each module, the irregularity degree σ of system in this example AN=3.5 °; The range error σ of TR assembly A, TR=1.5dB, phase error σ φ, TR=18.45 °; The range error σ of radio frequency network A, BF=0.5dB, phase error σ φ, BF=4.5 °; Digital phase shifter is got 6, and its quantization error is σ P=1.62 °.
The second, computing module interconnection mismatch, each module mismatch that reflection standing wave when considering each module cascade of phased array antenna system and Insertion Loss cause, getting the antenna array standing wave in this example is 1.8, and TR assembly standing wave is 2, and the radio frequency network standing wave is 1.8; Insertion Loss between antenna array and the TR is taken as-1.5dB, and the Insertion Loss between TR assembly and the radio frequency network is taken as-2.5dB; By formula:
σ c 2 = 1 2 Σ j { Π i = 1 j s i r j ( Σ i = 1 j Π l = j - i + 1 j s l ′ r j - i ′ ) Π i = 1 n s i } 2
Drawing each module level, to successively lose the error of joining be σ c=5.13 °.
Three, extract element pattern information in the battle array that comprises mutual coupling, cell orientation diagram data in the battle array in this example
Figure BDA0000032834660000072
Adopt the direct emulation of Electromagnetic Simulation software HFSS to obtain.
(3), the parameter information input value experimental model that step (2) is drawn
F N ( θ , φ ) = Σ m = 1 M Σ n = 1 N Γ · I mn · ( 1 + δ A ) exp ( jδ φ ) f mn a ( θ , φ ) exp ( jk r ^ · R mn ) exp ( jk r ^ · R 0 )
Obtain information accurately by the test matrix that produces.In this example, the number of times T that each parameter input is calculated 1=1000, thus when obtaining the input of initial parameter, the phased array antenna system secondary lobe is actual to be arrived-and the probability of 16dB is 82.33%, and be not 97%.
(4), logarithm value experimental model With
Figure BDA0000032834660000075
Again assignment, and go out according to the numerical experiment Model Calculation to satisfy the phased array antenna system minor level and be no more than-probability of 16dB is 97% o'clock, the irregularity degree σ of system AN=2.13 °; The range error σ of TR assembly A, TR=1.12dB, phase error σ φ, TR=10.17 °; The range error σ of radio frequency network A, BF=0.42dB, phase error σ φ, BF=3.15 °; Digital phase shifter is got 6, and its quantization error is σ P=1.62 °.Each module interconnects mismatch error σ c=2.81 °, promptly the antenna array standing wave is 1.5, and TR assembly standing wave is 1.5, and the radio frequency network standing wave is 1.5, and the Insertion Loss between antenna array and the TR is taken as-1dB, and the Insertion Loss between TR assembly and the radio frequency network is taken as-1dB; Array element can lose efficacy 5%.
According to technique scheme, can also draw phased array antenna system is 0.27~0.42dB at the normal direction gain loss; The 3dB beamwidth is 9.54 °~9.67 °; Beam-pointing accuracy is 0.36 °~0.43 °.
(5), each module index distribution condition that obtains according to step (4) is carried out the material object design, Fig. 4, Fig. 5, Fig. 6, Fig. 7 are phased array antenna system secondary lobe performance object test figure, from the actual measurement situation as can be seen, this method can accurately draw the array performance situation of each section and arbitrary scan position.

Claims (3)

1. phased array antenna system module level error analysis control method may further comprise the steps:
Step 1: the variances sigma of tentatively determining phased array antenna system overall error δ 2
According to the statistical property of standard array antenna lobe, set up the probability theory model of phased array antenna system error analysis and secondary lobe Performance Evaluation:
P ( S ≤ S L ) = ∫ 0 s L S σ 1 2 exp [ - ( S 2 + R ‾ 2 ) 2 σ 1 2 ] I 0 ( S R ‾ σ 1 2 ) dS - - - ( 1 )
Wherein, P is that the actual minor level S of phased array antenna system is no more than (being better than) expectation minor level S LProbability, S is the actual minor level of phased array antenna system, S LBe the expectation minor level of phased array antenna system,
Figure FDA0000032834650000012
Be the mean value of secondary lobe and main lobe ratio,
Figure FDA0000032834650000013
Be the variance of phased array antenna system overall error, I 0Be Rayleigh Distribution Function; Minor level S according to the phased array antenna system expectation LAnd probability P, can obtain a path channels error delta in the phased array antenna system by (1) formula 1Variance
Figure FDA0000032834650000014
And then can get the variances sigma of phased array antenna system overall error δ 2:
σ 2 ; 2 σ 1 2 ηP ( Γ ) W - - - ( 2 )
Wherein, η is the efficient of phased array antenna system; W is a phased array antenna system array element sum; P (Γ) is effective work probability of phased array antenna system array element; Γ represents the stochastic variable distribution matrix whether array element damages, and the element among the matrix Γ is " 1 " or " 0 ", and the array element of " 1 " expression correspondence position is intact, and the array element of " 0 " expression correspondence position damages;
Step 2: determine With
Figure FDA0000032834650000017
Initial value;
Because the variances sigma of the phased array antenna system overall error δ that step 1 draws 2Satisfy following relation:
σ 2 = σ A 2 + σ φ 2 σ A 2 = σ A , TR 2 + σ A , BF 2 σ φ 2 = σ AN 2 + σ φ , TR 2 + σ φ , BF 2 + σ P 2 + σ c 2 - - - ( 3 )
Wherein
Figure FDA0000032834650000019
Be the total range error δ of phased array antenna system AVariance;
Figure FDA00000328346500000110
Be the total phase error δ of phased array antenna system φVariance;
Figure FDA0000032834650000021
Be TR assembly range error δ in the phased array antenna system A, TRVariance;
Figure FDA0000032834650000022
Be phased array antenna system medium wave l network range error δ A, BFVariance; Irregularity degree error delta for phased array antenna system ANVariance;
Figure FDA0000032834650000024
Be TR assembly phase error δ in the phased array antenna system φ, TRVariance;
Figure FDA0000032834650000025
The δ of phased array antenna system medium wave l network phase error φ, BFVariance;
Figure FDA0000032834650000026
The variance of digital phase shifter quantization error in the phased array antenna system;
Figure FDA0000032834650000027
The error delta that the module interconnects mismatch causes in the phased array antenna system cVariance;
According to formula (3), determine the initial input parameter of the variance of various errors in the numerical experiment model;
Step 3: determine the active cell directional diagram in the phased array antenna system
Figure FDA0000032834650000028
Adopt the method for Theoretical Calculation, Electromagnetic Simulation or experiment test, obtain the active cell directional diagram of considering unit mutual coupling, mounting plate, array environmental impact
Step 4: make up the numerical experiment model;
Make up the numerical experiment model F of the phased array antenna system in any array structure arbitrary scan zone, full spatial domain N(θ, φ):
F N ( θ , φ ) = Σ m = 1 M Σ n = 1 N Γ · I mn · ( 1 + δ A ) exp ( jδ φ ) f mn a ( θ , φ ) exp ( jk r ^ · R mn ) exp ( jk r ^ · R 0 ) - - - ( 4 )
(4) in the formula,
Figure FDA00000328346500000211
Be (θ, unit radiation vector φ), R from the origin of coordinates to the point of observation MnBe the position coordinates of antenna element in the phased array antenna system, I MnBe that m is capable, the current value of n row radiating element, k is a wave number, j unit imaginary number, R 0Main lobe pointing direction when being array pattern scanning; δ ASatisfying average is zero, and variance is Normal distribution; δ φSatisfying average is zero, and variance is
Figure FDA00000328346500000213
Normal distribution;
Step 5:, produce the numerical value test matrix according to the determined numerical experiment model of step 4;
Described numerical value test comprises Γ matrix, δ with matrix AMatrix and δ φMatrix; Described Γ matrix is the stochastic variable distribution matrix whether array element damages, and its producing method is: for effective work probability P (Γ) of a given phased array antenna system array element, adopt the Discrete Stochastic location mode to determine; Described δ AMatrix is that to satisfy average be zero, and variance is The normal distribution matrix; Described δ φMatrix is that to satisfy average be zero, and variance is
Figure FDA00000328346500000215
The normal distribution matrix;
Step 6:, calculate the numerical experiment results of a phased array antenna system with the numerical value test matrix substitution formula (4) that step 5 produced;
Step 7: execution in step 5~6 is total to T repeatedly 1Inferior, obtain T 1The numerical experiment results of individual phased array antenna system; To T 1The numerical experiment results of individual phased array antenna system is carried out statistical analysis, if reach the expectation requirement of phased array antenna system, exports then that step 2 determines
Figure FDA0000032834650000031
With
Figure FDA0000032834650000032
Value; Otherwise execution in step 8;
Step 8: right
Figure FDA0000032834650000033
With
Figure FDA0000032834650000034
Again assignment is returned step 5.
2. phased array antenna system module level error analysis control method according to claim 1 is characterized in that, described in the step 2
Figure FDA0000032834650000035
Be σ 220%~40%, described
Figure FDA0000032834650000036
Be σ 260%~80%; Described
Figure FDA0000032834650000037
For
Figure FDA0000032834650000038
60%~80%, described
Figure FDA0000032834650000039
For
Figure FDA00000328346500000310
20%~40%, described
Figure FDA00000328346500000311
For
Figure FDA00000328346500000312
5%~15%, described For
Figure FDA00000328346500000314
35%~65%, described
Figure FDA00000328346500000315
For
Figure FDA00000328346500000316
10%~30%, described
Figure FDA00000328346500000317
For 5%~10%, described
Figure FDA00000328346500000319
For
Figure FDA00000328346500000320
15%~30%.
3. phased array antenna system module level error analysis control method according to claim 1, it is characterized in that, the array antenna structure of described phased array antenna system is one dimensional linear array, two dimensional surface battle array, structure weight matrices, Sparse Array, curved surface conformal array, and the array of other arbitrary structures.
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CN111352082A (en) * 2020-01-07 2020-06-30 浙江大学 Method for measuring installation position of active phased array radar based on layered conformal curved surface
CN112556618A (en) * 2020-12-18 2021-03-26 成都天锐星通科技有限公司 Mounting error measuring method, mounting error measuring device, electronic equipment and readable storage medium
CN112952402A (en) * 2021-01-27 2021-06-11 北京遥测技术研究所 Subarray-level non-periodic array antenna based on mirror image module and design method
CN116581541A (en) * 2023-07-14 2023-08-11 成都天成电科科技有限公司 Beam pointing correction method and device
CN116953681A (en) * 2023-09-20 2023-10-27 成都智芯雷通微系统技术有限公司 Spherical phased array radar
CN117494481A (en) * 2024-01-02 2024-02-02 昆明理工大学 Channel loose rock body dam blocking dam burst simulation method and system

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CN103457015A (en) * 2013-08-07 2013-12-18 中国电子科技集团公司第十研究所 Integrated millimeter wave active phased-array antenna
CN109752705A (en) * 2017-11-03 2019-05-14 中电科海洋信息技术研究院有限公司 High-frequency water acoustic array performance parameter measurement method and system, equipment and storage medium
CN108399274A (en) * 2018-01-16 2018-08-14 西安电子科技大学 A kind of comprehensive electromechanical analysis method of conformal bearer antenna
CN108832307A (en) * 2018-05-30 2018-11-16 华为技术有限公司 A kind of beam-shaped antenna
CN109301500A (en) * 2018-09-25 2019-02-01 苏州大学 The design method of Chebyshev's micro-strip array antenna
CN109301500B (en) * 2018-09-25 2020-09-22 苏州大学 Design method of Chebyshev microstrip array antenna
CN111352082A (en) * 2020-01-07 2020-06-30 浙江大学 Method for measuring installation position of active phased array radar based on layered conformal curved surface
CN112556618A (en) * 2020-12-18 2021-03-26 成都天锐星通科技有限公司 Mounting error measuring method, mounting error measuring device, electronic equipment and readable storage medium
CN112952402A (en) * 2021-01-27 2021-06-11 北京遥测技术研究所 Subarray-level non-periodic array antenna based on mirror image module and design method
CN112952402B (en) * 2021-01-27 2022-09-06 北京遥测技术研究所 Subarray-level non-periodic array antenna based on mirror image module and design method
CN116581541A (en) * 2023-07-14 2023-08-11 成都天成电科科技有限公司 Beam pointing correction method and device
CN116581541B (en) * 2023-07-14 2023-10-03 成都天成电科科技有限公司 Beam pointing correction method and device
CN116953681A (en) * 2023-09-20 2023-10-27 成都智芯雷通微系统技术有限公司 Spherical phased array radar
CN116953681B (en) * 2023-09-20 2023-12-12 成都智芯雷通微系统技术有限公司 Spherical phased array radar
CN117494481A (en) * 2024-01-02 2024-02-02 昆明理工大学 Channel loose rock body dam blocking dam burst simulation method and system
CN117494481B (en) * 2024-01-02 2024-03-19 昆明理工大学 Channel loose rock body dam blocking dam burst simulation method and system

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