CN106125058A - The improvement mass centre angle-measuring method of metre wave radar is swept based on machine - Google Patents
The improvement mass centre angle-measuring method of metre wave radar is swept based on machine Download PDFInfo
- Publication number
- CN106125058A CN106125058A CN201610504678.2A CN201610504678A CN106125058A CN 106125058 A CN106125058 A CN 106125058A CN 201610504678 A CN201610504678 A CN 201610504678A CN 106125058 A CN106125058 A CN 106125058A
- Authority
- CN
- China
- Prior art keywords
- angle
- pulse
- target
- machine
- wave radar
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/02—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
- G01S7/41—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Radar Systems Or Details Thereof (AREA)
Abstract
The invention belongs to Radar Technology field, disclose a kind of improvement mass centre angle-measuring method sweeping metre wave radar based on machine, to reduce centroid algorithm sensitivity the most scopodromic to antenna beam, reduce angle error, improve angle measurement accuracy;Including: the array radar echo-signal to receiving swept by machine, enter horizontal phasing control, the data obtained after processing are taken maximum amplitude, and find the angle value of correspondence, (L 1)/2 angle values (L is the pulse number that beam pattern three dB bandwidth comprises) are all taken in the left and right of this angle, and find out corresponding amplitude, use centroid method to carry out angle estimation, obtain angle estimation value θe.Again at θeLeft and right all take (L 1)/2 angle values, and find out the amplitude of correspondence, re-use centroid method and carry out angle estimation, an angle estimation value of getting back, then proceed to repeat above operation, carry out repeatedly centroid algorithm iterative processing.
Description
Technical field
The present invention relates to Radar Technology field, particularly relate to a kind of improvement mass centre angle measurement sweeping metre wave radar based on machine
Method, can be used for center of antenna normal in mechanical scanning radar and is not aligned with during target target is carried out centroid algorithm angle measurement.
Background technology
Metre wave radar is little due to signal attenuation, and detection range is remote, has solely at the aspect such as over-the-horizon detection, Anti-amyloid-β antibody
Special advantage, but simultaneously because the wavelength of metre wave radar is longer, wave beam is wider so that and its angle-resolved rate variance, angle measurement accuracy is low.
Mechanical scanning radar is due to low cost, it is achieved the factor such as simple is extensively applied by people always.Mechanic scan radar angle-measuring method is general
Use maximum-signal method, but the precision of this method is poor, sweeps metre wave radar especially for machine.Its electricity size is less, wave beam
Wider, maximum-signal method angle measurement accuracy is the highest.And although traditional centroid algorithm is higher than maximum-signal method angle measurement accuracy,
But still can not meet our demand to precision, especially when antenna centre normal is not aligned with target, traditional quality
Center method angle measurement accuracy can be lower.
Traditional quality center method is simple to system requirements, only one signalling channel of need and a scanning beam, and this
The operand planting angle-measuring method is few, low cost, and from the perspective of these, centroid algorithm is a kind of important method.
The angle measurement method of centroid method, is the one of amplitude of vibration method angle measurement, basic with maximum-signal method of its ultimate principle
Principle is substantially the same, and no longer maximum for single amplitude is put corresponding antenna beam when difference is to determine target direction
Point to as target direction, but the barycenter being determined by each echo pulse signal determines angle on target.
But being swept the shortcomings such as wider, the central beam misalignment target of metre wave radar wave beam to be affected by machine, centroid algorithm is surveyed
The most scopodromic impact of angular accuracy acceptor center wave beam is very big, thus affects the resolving power of radar and detection, tracking target
Accuracy, precision needs to improve further.
Summary of the invention
For the deficiency of above-mentioned prior art, embodiments of the invention provide a kind of improvement matter sweeping metre wave radar based on machine
Amount center angle-measuring method, to reduce centroid algorithm sensitivity the most scopodromic to antenna beam, reduces angle error, carries
High angle measurement accuracy.
The array radar echo-signal to receiving swept by the machine of the technical scheme is that, enters horizontal phasing control, after processing
The data obtained take maximum amplitude, and find corresponding angle value, and all take (L-1)/2 angle value (L is in the left and right of this angle
The pulse number that beam pattern three dB bandwidth comprises), and find out corresponding amplitude, use centroid method to carry out angle estimation,
To angle estimation value θe.Again at θeLeft and right all take (L-1)/2 angle value, and find out the amplitude of correspondence, re-use barycenter
Method carries out angle estimation, an angle estimation value of getting back, and then proceedes to repeat above operation, carries out repeatedly centroid algorithm
Iterative processing.
For reaching above-mentioned purpose, embodiments of the invention adopt the following technical scheme that
A kind of improvement mass centre angle-measuring method sweeping metre wave radar based on machine, described method comprises the steps:
Step 1, the machine of setting sweeps the antenna of metre wave radar as the uniform line-array being made up of N number of array element, wherein, N for more than or
Person's even number equal to 4;
Step 2, machine is swept metre wave radar and is launched K pulse, is spaced fixing preset angle between adjacent pulse;And determine i-th
The reference angle of pulseI=1,2 ..., K;Wherein, reference angle is the angle of center of antenna normal and horizontal reference plane;
Step 3, machine is swept metre wave radar and is received echo-signal X of K pulse by antenna array, determines the mesh of i-th pulse
Mark off-axis angle, i=1,2 ..., K, and echo-signal X is entered horizontal phasing control, obtain echo-signal Y after phase place adjusts, obtain
Take pulse corresponding to maximum amplitude in echo-signal Y after phase place adjusts, and the target off-axis angle that this pulse is corresponding, be designated as the
One target off-axis angle;Target off-axis angle is the angle between target and center of antenna normal;
Step 4, each side takes (L-1)/2 angle value, and returning after phase place adjusts in first object off-axis angle
Ripple signal Y obtains the range value that each angle value is corresponding, forms new echo data;L is to comprise in 3dB beam angle
Pulse number;
Step 5, uses mass centre's angle-measuring method to carry out angle on target estimation described new echo data, obtains target
The first angle estimation value θe;
Step 6, by the first angle estimation value θ of described targeteThe first object off-axis angle being assigned in step 3;
Step 7, is repeated in performing step 4 and meets default error bars to step 6, the angle estimation value until target
Part, and the angle estimation value obtained for the last time is defined as the final angle of target.
The present invention compared with prior art has the advantage that the present invention carries out repeatedly centroid algorithm to receiving data, will
The advantage successive ignition of centroid algorithm, thus traditional quality center method is the most sensitive to quasi goal to center of antenna
Shortcoming weakens, thus improves the angle measurement accuracy of centroid algorithm.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
In having technology to describe, the required accompanying drawing used is briefly described, it should be apparent that, the accompanying drawing in describing below is only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to
Other accompanying drawing is obtained according to these accompanying drawings.
A kind of reality improving mass centre's angle-measuring method sweeping metre wave radar based on machine that Fig. 1 provides for the embodiment of the present invention
Existing schematic flow sheet;
Fig. 2 is to be to use the inventive method, with tradition width centroid algorithm, one target carries out the root-mean-square error of angle measurement
Correlation curve schematic diagram.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Describe, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments wholely.Based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under not making creative work premise
Embodiment, broadly falls into the scope of protection of the invention.
A kind of improvement mass centre angle-measuring method sweeping metre wave radar based on machine, with reference to Fig. 1, described method includes walking as follows
Rapid:
Step 1, the machine of setting sweeps the antenna of metre wave radar as the uniform line-array being made up of N number of array element, wherein, N for more than or
Person's even number equal to 4.
Machine is swept the array antenna that the antenna of metre wave radar is equivalent to be made up of array element.The antenna equivalence of mechanic scan radar is become
Array element distance d between the adjacent array element of the uniform line-array being made up of N number of array element, i.e. any two is the most equal, and is metre wave radar
Launch the half of the wavelength X of signal, d=λ/2.
Step 2, machine is swept metre wave radar and is launched K pulse, is spaced fixing preset angle between adjacent pulse;And determine i-th
The reference angle of pulseI=1,2 ..., K;Wherein, reference angle is the angle of center of antenna normal and horizontal reference plane.
Concrete, mechanic scan radar is with horizontal plane for reference to angle 0 °, and mechanic scan radar is when antenna scanning works, at interval of solid
Determine preset angle and launch a pulse, in 3dB beam angle, have L pulse, during angle measurement, launch antenna and launch K pulse, K
Containing L pulse in pulse, when will launch i-th pulse, the angle of center of antenna normal and horizontal reference plane is as benchmark
AngleI=1,2 ..., K.
In step 2, machine is swept metre wave radar and is launched K pulse, and between adjacent pulse, the fixing preset angle in interval is particularly as follows: machine is swept
Metre wave radar, when antenna scanning works, is launched a pulse at interval of fixing preset angle △ Φ, and is wrapped in 3dB beam angle
Containing L pulse;Wherein, △ Φ=360*tT, t is the pulse repetition period, and T is the rotating speed that metre wave radar swept by machine.
It is engraved in rotation, so center of antenna normal is change during due to mechanical radar.
Step 3, machine is swept metre wave radar and is received echo-signal X of K pulse by antenna array, determines the mesh of i-th pulse
Mark off-axis angle, i=1,2 ..., K, and echo-signal X is entered horizontal phasing control, obtain echo-signal Y after phase place adjusts, obtain
Take pulse corresponding to maximum amplitude in echo-signal Y after phase place adjusts, and the target off-axis angle that this pulse is corresponding, be designated as the
One target off-axis angle;Target off-axis angle is the angle between target and center of antenna normal.
Step 3 particularly as follows:
(3a) machine is swept metre wave radar and is received echo-signal X=AS+n of K pulse, wherein, A=[a by antenna array
(θ1),...a(θi)...,a(θK)] represent the target phase information that echo-signal comprises, a (θi)=[1, exp (j2 π d/ λ sin
θi),...,exp(j2π(N-1)d/λsinθi)]TFor the target off-axis angle vector of i-th pulse, i=1,2 ..., K;D is battle array
Unit interval, λ is signal wavelength, represents the transposition of vector;
S=[S1,...Si...,SK]TRepresent the complex envelope of echo-signal, SiRepresent the complex envelope information of i-th pulse,Wherein fdRepresent the Doppler frequency of target, fd=2Vf0/ c, V represent that target sweeps metre wave radar relative to machine
Radial velocity, f0Representing the mid frequency of radar emission signal, c represents the light velocity, and t is the pulse repetition period;N represents average
0, variance is N × K rank white Gaussian noise matrix of 1;Exp represents the exponential depth with e as the end, and j represents imaginary unit.
(3b) echo-signal X is entered horizontal phasing control, obtain the echo-signal Y=a (θ after phase place adjusts0) X, it is assumed that
The actual angle of target is θ0, a (θ0)=[1, exp (j2 π d/ λ sin (θ0)),…,exp(j2π(N-1)d/λsin(θ0))]T;
It should be noted that the actual angle of the target described in the present embodiment is the mesh estimated according to prior information in advance
Target angle, belongs to the category of rough estimate, and the present invention is that the angle to target is accurately estimated.
(3c) obtain pulse corresponding to maximum amplitude in echo-signal Y after phase place adjusts, and this pulse corresponding the
One target off-axis angle θmax。
Step 4, each side takes (L-1)/2 angle value, and returning after phase place adjusts in first object off-axis angle
Ripple signal Y obtains the range value that each angle value is corresponding, forms new echo data;L is to comprise in 3dB beam angle
Pulse number.
Step 5, uses mass centre's angle-measuring method to carry out angle on target estimation described new echo data, obtains target
The first angle estimation value θe。
Step 5 particularly as follows:
(5a) by (L-1)/2 angle value taken on the left of first object off-axis angle, take on the right side of first object off-axis angle
(L-1)/2 angle value and first object off-axis angle be designated as θl, l=1 ..., L, and the range value of its correspondence is designated as al, l
=1 ..., L, thus obtain new echo data;
(5b) use mass centre's angle-measuring method to carry out angle on target estimation described new echo data, obtain target
First angle estimation value θe:
Step 6, by the first angle estimation value θ of described targeteThe first object off-axis angle being assigned in step 3.
Step 7, is repeated in performing step 4 and meets default error bars to step 6, the angle estimation value until target
Part, and the angle estimation value obtained for the last time is defined as the final angle of target.
Until the angle estimation value of target meets default error condition particularly as follows: until the angle of target is estimated in step 7
The root-mean-square error of evaluation reduces to original 1/5.Root-mean-square error originally refers to not carry out root before technical solution of the present invention
According to the rough angle of the target that prior information obtains, according to the root-mean-square error of rough angle calculation.
The effect of the present invention can be verified by machine calculated below emulation:
One, simulated conditions
Simulated conditions: assume the antenna surface that antenna is made up of 10 array elements, the beam angle of antenna is about 20 °, antenna
Carrying out rotation sweep with the speed of 10s/r, it is the pulse of 300MHz that radar launches a frequency every 5ms, and antenna receives every time
To 55 pulse signals, center of antenna normal is not aligned with target, center of antenna deviation 4 pulses of target;Assume to have one
Target, the real angle of target is 10 °, and signal to noise ratio takes-10dB to 10dB, and signal to noise ratio here refers to single array element, single arteries and veins
Punching.
Two, emulation content
When utilizing simulated conditions 1 to only one of which target, it is respectively adopted traditional quality center method and the inventive method is carried out
Angle measurement, obtains the root-mean-square error curve that two kinds of methods change with signal to noise ratio, as in figure 2 it is shown, abscissa is signal to noise ratio in Fig. 2,
Vertical coordinate is root-mean-square error.
From Figure 2 it can be seen that the inventive method is higher than traditional quality center method precision, particularly when signal to noise ratio is low, effect
Clearly, the inventive method can reduce effect of noise, improves angle measurement accuracy.
The above, the only detailed description of the invention of the present invention, but protection scope of the present invention is not limited thereto, and any
Those familiar with the art, in the technical scope that the invention discloses, can readily occur in change or replace, should contain
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with described scope of the claims.
Claims (4)
1. the improvement mass centre angle-measuring method sweeping metre wave radar based on machine, it is characterised in that described method includes as follows
Step:
Step 1, the antenna of metre wave radar swept by the machine of setting is more than or equal to 4 as the uniform line-array being made up of N number of array element, N
Even number;
Step 2, machine is swept metre wave radar and is launched K pulse, is spaced fixing preset angle between adjacent pulse;And determine i-th pulse
Reference angleI=1,2 ..., K;Wherein, reference angle is the angle of center of antenna normal and horizontal reference plane;
Step 3, machine is swept metre wave radar and is received echo-signal X of K pulse by antenna array, determines that the target of i-th pulse is inclined
Shaft angle, i=1,2 ..., K, and echo-signal X is entered horizontal phasing control, obtain echo-signal Y after phase place adjusts, obtain phase
The pulse that in echo-signal Y after the adjustment of position, maximum amplitude is corresponding, and the target off-axis angle that this pulse is corresponding, be designated as the first mesh
Mark off-axis angle;Target off-axis angle is the angle between target and center of antenna normal;
Step 4, each side takes (L-1)/2 angle value, and the echo letter after phase place adjusts in first object off-axis angle
Obtain the range value that each angle value is corresponding in number, form new echo data;L is the pulse comprised in 3dB beam angle
Number;
Step 5, uses mass centre's angle-measuring method to carry out angle on target estimation described new echo data, obtains the of target
One angle estimation value θe;
Step 6, by the first angle estimation value θ of described targeteThe first object off-axis angle being assigned in step 3;
Step 7, is repeated in performing step 4 and meets default error condition to step 6, the angle estimation value until target, and
The angle estimation value obtained for the last time is defined as the final angle of target.
A kind of improvement mass centre angle-measuring method sweeping metre wave radar based on machine the most according to claim 1, its feature exists
In, in step 2, machine sweep metre wave radar launch K pulse, between adjacent pulse interval fix preset angle particularly as follows:
Machine sweeps metre wave radar when antenna scanning works, and launches a pulse at interval of fixing preset angle ΔΦ, and at 3dB wave beam
L pulse is comprised in width;Wherein, ΔΦ=360*t/T, t are the pulse repetition period, and T is the rotating speed that metre wave radar swept by machine.
A kind of improvement mass centre angle-measuring method sweeping metre wave radar based on machine the most according to claim 1, its feature exists
In, step 3 particularly as follows:
(3a) machine is swept metre wave radar and is received echo-signal X=AS+n of K pulse, wherein, A=[a (θ by antenna array1) ... a
(θi) ..., a (θK)] represent the target phase information that echo-signal comprises, a (θi)=[1, exp (j2 π d/ λ sin θi) ...,
exp(j2π(N-1)d/λsinθi)]TFor the target off-axis angle vector of i-th pulse, i=1,2 ..., K;D is array element interval, λ
For signal wavelength, represent the transposition of vector;
S=[S1... Si..., SK]TRepresent the complex envelope of echo-signal, SiRepresent the complex envelope information of i-th pulse,Wherein fdRepresent the Doppler frequency of target, fd=2Vf0/ c, V represent that target sweeps metre wave radar relative to machine
Radial velocity, f0Representing the mid frequency of radar emission signal, c represents the light velocity, and t is the pulse repetition period;N represents average
0, variance is N × K rank white Gaussian noise matrix of 1;
(3b) echo-signal X is entered horizontal phasing control, obtain the echo-signal Y=a (θ after phase place adjusts0) X, wherein, θ0For
The actual angle of target, a (θ0)=[1, exp (j2 π d/ λ sin (θ0)) ..., exp (j2 π (N-1) d/ λ sin (θ0))]T;
(3c) obtain pulse corresponding to maximum amplitude in echo-signal Y after phase place adjusts, and target corresponding to this pulse is inclined
Shaft angle, is designated as first object off-axis angle θmax。
A kind of improvement mass centre angle-measuring method sweeping metre wave radar based on machine the most according to claim 1, its feature exists
In, step 5 particularly as follows:
(5a) by (L-1)/2 angle value taken on the left of first object the off-axis angle, (L-that takes on the right side of first object off-axis angle
1)/2 angle values and first object off-axis angle are designated as θ the most successivelyl, l=1 ..., L, and the range value of its correspondence is remembered
For al, l=1 ..., L, thus obtain new echo data;
(5b) use mass centre's angle-measuring method to carry out angle on target estimation described new echo data, obtain the first of target
Angle estimation value θe:
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610504678.2A CN106125058B (en) | 2016-06-30 | 2016-06-30 | The improvement mass centre angle-measuring method of metre wave radar is swept based on machine |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610504678.2A CN106125058B (en) | 2016-06-30 | 2016-06-30 | The improvement mass centre angle-measuring method of metre wave radar is swept based on machine |
Publications (2)
Publication Number | Publication Date |
---|---|
CN106125058A true CN106125058A (en) | 2016-11-16 |
CN106125058B CN106125058B (en) | 2019-01-11 |
Family
ID=57467884
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610504678.2A Active CN106125058B (en) | 2016-06-30 | 2016-06-30 | The improvement mass centre angle-measuring method of metre wave radar is swept based on machine |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN106125058B (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
TWI693419B (en) * | 2019-02-13 | 2020-05-11 | 國立交通大學 | Signal processing method |
CN111736123A (en) * | 2020-07-03 | 2020-10-02 | 电子科技大学 | Attitude measurement method utilizing ground reflection echo time delay expansion |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103728614A (en) * | 2014-01-15 | 2014-04-16 | 西安电子科技大学 | Mechanical scanning meter wave radar based method for improving single pulse angle measurement |
CN103744077A (en) * | 2014-01-15 | 2014-04-23 | 西安电子科技大学 | Angle measurement method of mechanical-scanning meter-wave radar under multi-target condition |
CN104122548A (en) * | 2014-07-30 | 2014-10-29 | 西安电子科技大学 | Angle measuring method for mechanical-scanning meter-wave array radar |
CN104155647A (en) * | 2014-08-22 | 2014-11-19 | 西安电子科技大学 | Object azimuth estimating method based on mechanical scanning metrewave array radar |
-
2016
- 2016-06-30 CN CN201610504678.2A patent/CN106125058B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103728614A (en) * | 2014-01-15 | 2014-04-16 | 西安电子科技大学 | Mechanical scanning meter wave radar based method for improving single pulse angle measurement |
CN103744077A (en) * | 2014-01-15 | 2014-04-23 | 西安电子科技大学 | Angle measurement method of mechanical-scanning meter-wave radar under multi-target condition |
CN104122548A (en) * | 2014-07-30 | 2014-10-29 | 西安电子科技大学 | Angle measuring method for mechanical-scanning meter-wave array radar |
CN104155647A (en) * | 2014-08-22 | 2014-11-19 | 西安电子科技大学 | Object azimuth estimating method based on mechanical scanning metrewave array radar |
Non-Patent Citations (2)
Title |
---|
宋瑞银 等: "《机电***性能分析技术》", 31 July 2015, 机械工业出版社 * |
高炎: "米波雷达测角方法研究", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
TWI693419B (en) * | 2019-02-13 | 2020-05-11 | 國立交通大學 | Signal processing method |
CN111736123A (en) * | 2020-07-03 | 2020-10-02 | 电子科技大学 | Attitude measurement method utilizing ground reflection echo time delay expansion |
CN111736123B (en) * | 2020-07-03 | 2022-03-08 | 电子科技大学 | Attitude measurement method utilizing ground reflection echo time delay expansion |
Also Published As
Publication number | Publication date |
---|---|
CN106125058B (en) | 2019-01-11 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105974389B (en) | Machine based on iterative processing sweeps metre wave radar Monopulse estimation method | |
CN103728614B (en) | The improvement Monopulse estimation method of metre wave radar is swept based on machine | |
CN105974390B (en) | Ji Sao metre wave radars mass centre angle-measuring method based on doppler information | |
CN104155647B (en) | The method sweeping the estimation azimuth of target of meter wave array radar based on machine | |
CN104166126B (en) | A kind of simulated radar echo method for continuous wave radar | |
CN107037410A (en) | A kind of method disturbed radar, device and frequency control battle array jammer | |
CN108020819B (en) | Foil strip cloud interference echo simulation method after missile-borne radar tracks moving target | |
CN105445701B (en) | The pulse angle estimating method of DDMA MIMO radar targets | |
CN103412301B (en) | Metrewave radar angle measurement method | |
CN103744077B (en) | The angle-measuring method of metre wave radar under multi-target condition swept by machine | |
CN103713285B (en) | Based on the distributed meter wave array radar angle-measuring method of information fusion | |
CN109975806A (en) | Time-division MIMO radar motion compensation process based on array element phase difference | |
CN102707269B (en) | Range walk correction method for airborne radar | |
CN100561250C (en) | The clutter base-band analog signal production method of spaceborne bistatic radar | |
CN108549056B (en) | Corner reflector interference echo simulation method after missile-borne radar tracks moving target | |
CN108469607A (en) | Unmanned plane detection radar angle-measuring method based on frequency scan antenna | |
CN104730517B (en) | Bistatic MIMO radar multi-target tracking method | |
CN105467369B (en) | A kind of target echo simulation method and apparatus | |
CN108490443A (en) | Multiple submatrixes synthetic aperture sonar ω k imaging algorithms based on analytic solutions and NUFFT | |
CN108008366A (en) | A kind of radar target analogy method and system | |
CN106093932A (en) | A kind of high-resolution radar scatterometer of scanning beam | |
CN110879391B (en) | Radar image data set manufacturing method based on electromagnetic simulation and missile-borne echo simulation | |
CN104267389A (en) | Signal processing method for MIMO (Multiple-Input Multiple-Output) sky-wave OTHR (Over-the-horizon Radar) | |
CN105738887A (en) | Airborne radar clutter power spectrum optimization method based on Doppler channel division | |
CN111487597B (en) | Universal electronic reconnaissance interception simulation method based on time-space-frequency energy data |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |