CN104992001A - Rapid and accurate computation method for large-scale MIMO array antenna far-field radiation field - Google Patents
Rapid and accurate computation method for large-scale MIMO array antenna far-field radiation field Download PDFInfo
- Publication number
- CN104992001A CN104992001A CN201510344233.8A CN201510344233A CN104992001A CN 104992001 A CN104992001 A CN 104992001A CN 201510344233 A CN201510344233 A CN 201510344233A CN 104992001 A CN104992001 A CN 104992001A
- Authority
- CN
- China
- Prior art keywords
- mrow
- field
- antenna
- array
- msubsup
- 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
- 230000005855 radiation Effects 0.000 title claims abstract description 49
- 238000000034 method Methods 0.000 title claims abstract description 43
- 230000008878 coupling Effects 0.000 claims abstract description 10
- 238000010168 coupling process Methods 0.000 claims abstract description 10
- 238000005859 coupling reaction Methods 0.000 claims abstract description 10
- 238000000605 extraction Methods 0.000 claims abstract description 6
- 238000004364 calculation method Methods 0.000 claims description 14
- 230000005284 excitation Effects 0.000 claims description 7
- 230000014509 gene expression Effects 0.000 claims description 6
- 239000004020 conductor Substances 0.000 claims description 3
- 230000005684 electric field Effects 0.000 claims description 3
- 238000005259 measurement Methods 0.000 claims description 3
- 230000005428 wave function Effects 0.000 claims description 3
- 238000004458 analytical method Methods 0.000 abstract description 5
- 238000004088 simulation Methods 0.000 abstract description 4
- 230000002194 synthesizing effect Effects 0.000 abstract 1
- 238000005516 engineering process Methods 0.000 description 6
- 238000004422 calculation algorithm Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 230000006870 function Effects 0.000 description 4
- 238000003491 array Methods 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 238000009826 distribution Methods 0.000 description 2
- NAWXUBYGYWOOIX-SFHVURJKSA-N (2s)-2-[[4-[2-(2,4-diaminoquinazolin-6-yl)ethyl]benzoyl]amino]-4-methylidenepentanedioic acid Chemical compound C1=CC2=NC(N)=NC(N)=C2C=C1CCC1=CC=C(C(=O)N[C@@H](CC(=C)C(O)=O)C(O)=O)C=C1 NAWXUBYGYWOOIX-SFHVURJKSA-N 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 230000001808 coupling effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000003786 synthesis reaction Methods 0.000 description 1
Landscapes
- Variable-Direction Aerials And Aerial Arrays (AREA)
Abstract
The present invention belongs to the field of electromagnetic value computing, and particularly relates to a rapid and accurate analysis method for large-scale MIMO array antenna far-field radiation. The method comprises: determining a structural parameter of an M*N-element plane array antenna; computing a relationship between an incident field and a scattered field of an element antenna; according to mutual coupling characteristics among element antennas, selecting a sub-array form and size of an extraction unit on an array environment condition; for an antenna sub-array of the extraction unit, computing a unit far-field radiation pattern of the sub-array; and according to the unit far-field radiation patterns of the array and a superposition principle, computing an array antenna far-field radiation pattern. According to the invention, by utilizing the accuracy of mutual coupling computation, the problems that the use of such methods as the moment method, the finite element method and the finite difference time domain (FDTD) method are limited by computing capacity of a single computer, and when the scale of the array antenna is too large, rapid and accurate computation of the antenna radiation field cannot be implemented with a full wave simulation method because of large consumption of memory and computing time, are effectively solved. The method provided by the invention is capable of analyzing the radiation pattern of a large and conformal array antenna, and has higher synthesizing accuracy and higher analysis speed.
Description
Technical Field
The invention belongs to the field of electromagnetic numerical calculation, and particularly relates to a method for accurately and quickly analyzing far-field radiation of a large-scale MIMO array antenna, which is solved by adopting an iterative scattering algorithm.
Background
Large-scale antenna array systems (i.e., Massive MIMO) are considered to be the most potential transmission technology for future 5G, which is an extension and extension of MIMO technology in existing 4G networks. The Massive MIMO system has good effects on increasing system capacity, improving communication quality and aiming at the universality of equipment in a complex environment. The antenna structure conforms to the development trend that the current radio frequency part is closer to the antenna, reduces the maintenance cost and the energy cost, further improves the network performance and the deployment flexibility, and plays an important role in a fifth generation mobile communication system. The Massive MIMO active array antenna technology or the distributed antenna technology will become one of the key technologies for 5G wireless transmission, and theoretically, the antenna technology has obvious advantages, but in practical application, many problems are faced. On one hand, because the wireless communication environment is very complex, a plurality of uncertain interference factors exist, and the influence is generated on the antenna performance; on the other hand, the performance of the Massive MIMO antenna array and the intelligent control part itself is yet to be verified in practical use. In order to comprehensively evaluate the performance of a Massive MIMO antenna, a precise and rapid analysis method for the performance of the antenna needs to be researched.
When the array size is large, the directional diagram of the array antenna can be quickly calculated through the product of the array factor and the unit directional diagram according to the classical directional diagram product theorem and neglecting the influence of coupling among the units. However, due to the mutual coupling effect between array elements, the result is often different from the real situation.
For the precise calculation of the radiation pattern of the array antenna, electromagnetic numerical algorithms such as moment method, finite element method, finite difference in time domain and the like or commercial electromagnetic simulation software based on the electromagnetic numerical algorithms are usually used for realizing the precise calculation. However, due to the limitation of the computing power of a single computer, when the size of the array antenna is too large, any full-wave simulation method, even the Hybrid MoM Solution (Hybrid MoM Solution) with high efficiency at present, cannot quickly and accurately calculate the radiation field of the antenna due to the huge consumption of memory and computing time.
Disclosure of Invention
The method aims at the prior art and is generally realized by means of electromagnetic numerical algorithms such as moment methods, finite element methods, time domain finite differences and the like or commercial electromagnetic simulation software based on the electromagnetic numerical algorithms. However, due to the limitation of the computing power of a single computer, when the size of the array antenna is too large, any full-wave simulation method, even the Hybrid MoM Solution (Hybrid MoM Solution) with high efficiency at present, cannot quickly and accurately implement the calculation of the antenna radiation field due to the huge consumption of memory and calculation time, and the like, and provides an accurate and fast analysis method for the far-field radiation of the large-scale MIMO array antenna.
The technical scheme of the invention is as follows: the method for accurately and rapidly calculating the far-field radiation field of the large-scale MIMO array antenna comprises the following steps:
the method comprises the following steps: determining array element spacing parameter d of M x N element planar array antennax,dyWherein d isxIs the array element spacing in the x-direction of the planar array antenna, dyThe array element spacing in the y direction of the planar array antenna;
step two: solving the relation between the incident field and the scattered field of the unit antenna to obtain a relation formula as follows:
step three: selecting a subarray form and a subarray scale of the extraction unit under the array environment condition according to the mutual coupling characteristic among the unit antennas, wherein the subarray scale is p × q;
step four: for the antenna subarrays of p × q units, solving a unit far-field radiation pattern in the subarrays;
step five: and calculating the far-field radiation pattern of the M multiplied by N element planar array antenna.
The method for accurately and rapidly calculating the far-field radiation field of the large-scale MIMO array antenna comprises the following specific steps:
considering plane wave incidence, the incident field of the antenna unitAnd a scattered fieldSpread according to the form of spherical vector wave, then there are
Wherein M ismn、NmnRepresenting the function of the spherical vector wave,the spherical vector wave coefficient of the scattered field can be determined by the boundary condition of the unit antenna;
ψmnthe method represents a measurement wave function in spherical coordinates and has the following expression:
wherein,is a spherical second-class hank function,is a Legendre polynomial;
the total electric field in space can be expressed asBased on a moment method model, an antenna radiation patch is divided into a plurality of grid units, and an ideal conductor boundary condition is applied to the outer surface of each grid area, so that the coefficient relation between an incident field and a scattering field of the unit antenna can be obtained, namely, the coefficient relation is obtained
Wherein, the subscript j represents the number of the mesh after the antenna radiation patch is split.
The precise and rapid calculation method for the far-field radiation field of the large-scale MIMO array antenna comprises the following specific steps:
assuming that the number of the unit antennas is p × q, the scattered field of p × q-1 antennas (excluding the ith antenna) is taken as the incident field of the ith antenna, that is, the following relation:
this incident field generates a new scattered field, which is expressed as follows:
taking the newly generated scattered field as the incident field of the next iteration, the expressions of the incident field and the scattered field of the v-th iteration are as follows:
suppose antenna i presents an incident fieldThe other antennas have no excitation field, and according to the iterative scattering theory, the total radiation field of the elements in the array of the antenna i is the sum of all scattering fields:
the far-field radiation pattern of the unit in the array can be obtained after the total field is normalized
The precise and rapid calculation method for the far-field radiation field of the large-scale MIMO array antenna comprises the following specific steps:
suppose that the phase difference between two adjacent array elements in each column of the M x N array isy(ii) a The phase difference between two adjacent array elements in each row isxThe far-field radiation field of the planar array antenna composed of the units can be expressed as
An,BmIs the amplitude proportionality coefficient of the excitation source of the array antenna feed port.
The invention has the beneficial effects that: the invention utilizes the accuracy of mutual coupling calculation to well solve the problems that the calculation of the antenna radiation field cannot be quickly and accurately implemented by means of a full wave simulation method due to huge consumption of memory and calculation time when the scale of the array antenna is overlarge and the like because of the limitation of the calculation capacity of a single computer in methods such as a moment method, a finite element method, a time domain finite difference and the like, has the advantages of capability of analyzing the directional diagram of a large and conformal array antenna, higher synthesis accuracy, high analysis speed and the like.
Drawings
Fig. 1 is a structural view of an mxn element planar array antenna;
fig. 2 is a schematic diagram of the substructure of p × q cells.
Detailed Description
Example 1: with reference to fig. 1-2, a method for accurately and rapidly calculating a far-field radiation field of a massive MIMO array antenna includes the following steps:
the method comprises the following steps: determining array element spacing parameter d of M x N element planar array antennax,dyWherein d isxIs the array element spacing in the x-direction of the planar array antenna, dyThe array element spacing in the y direction of the planar array antenna, and the M × N planar array antenna is shown in fig. 1.
Step two: solving the relation between the incident field and the scattered field of the unit antenna, wherein the relation is as follows:
considering plane wave incidence, the incident field of the antenna unitAnd a scattered fieldSpread according to the form of spherical vector wave, then there are
Wherein M ismn、NmnRepresenting the function of the spherical vector wave,the spherical vector wave coefficient of the scattered field can be determined by the boundary condition of the unit antenna;
ψmnthe method represents a measurement wave function in spherical coordinates and has the following expression:
wherein,is a spherical second-class hank function,is a Legendre polynomial;
the total electric field in space can be expressed asBased on a moment method model, an antenna radiation patch is divided into a plurality of grid units, and an ideal conductor boundary condition is applied to the outer surface of each grid area, so that the coefficient relation between an incident field and a scattering field of the unit antenna can be obtained, namely, the coefficient relation is obtained
Wherein, the subscript j represents the number of the mesh after the antenna radiation patch is split.
Step three: according to the mutual coupling characteristics among the unit antennas, the subarray form and the size of the extraction unit are selected under the array environment condition, a small number of units adjacent to the extraction unit are reserved to participate in mutual coupling calculation, a large number of units without mutual coupling or with small mutual coupling and capable of being ignored are ignored, the subarray size is p × q, and the method is shown in fig. 2.
Step four: for the antenna subarrays of p × q units, solving a unit far-field radiation pattern in the subarrays;
assuming that the number of the unit antennas is p × q, the scattered field of p × q-1 antennas (excluding the ith antenna) is taken as the incident field of the ith antenna, that is, the following relation:
this incident field generates a new scattered field, which is expressed as follows:
taking the newly generated scattered field as the incident field of the next iteration, the expressions of the incident field and the scattered field of the v-th iteration are as follows:
suppose antenna i presents an incident fieldThe other antennas have no excitation field, and according to the iterative scattering theory, the total radiation field of the elements in the array of the antenna i is the sum of all scattering fields:
the far-field radiation pattern of the unit in the array can be obtained after the total field is normalized
Step five: calculating a far-field radiation pattern of the M multiplied by N element planar array antenna;
suppose that the phase difference between two adjacent array elements in each column of the M x N array isy(ii) a The phase difference between two adjacent array elements in each row isxThe far-field radiation field of the planar array antenna composed of the units can be expressed as
An,BmIs an array antenna feed terminalAmplitude scaling factor of the mouth excitation source.
Example 2: the invention is further illustrated by the following example of an 8 x 8 planar array, in conjunction with table 1.
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 |
17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 |
25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 |
33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 |
41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 |
49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 |
57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 |
TABLE 1
Firstly, the structural parameters of the 8 x 8 element planar array antenna are determined.
Secondly, determining the scale of the environment subarrays in the array;
consider 3 distributions in the x and y directions: the distribution in the edge, sub-edge and array, and the symmetry of the planar array antenna structure, the total number of the extracted sub-arrays is 9, as shown in table 2:
TABLE 2
Thirdly, sequentially calculating the unit far-field radiation pattern in the 9 sub-arrays;
assuming that the number of element antennas is p × q, the scattered field of p × q-1 antennas (excluding the ith antenna) is taken as the incident field of the ith antenna, that is, formula (5):
according to equation (6):
calculating a new scattered field, using the newly generated scattered field as an incident field of the next iteration, and then according to formula (7):
and formula (8)
Calculating the incident field and the scattered field of the v iteration for 5 times, and then according to the formula (9):
calculating the total radiation field of the unit in the array of the antenna i, and finally normalizing the total field to obtain the unit far-field radiation pattern in the array of the ith antenna, as shown in the formula (10)
As shown.
Finally, calculating a far-field radiation pattern of the array antenna;
suppose that the phase difference between two adjacent array elements in an 8 x 8 array isy(ii) a The phase difference between two adjacent array elements in each row isxAccording to the formula (11)
Calculating far-field radiation pattern of the array antenna, wherein in formula (11), An,BmIs the amplitude proportionality coefficient of the excitation source of the array antenna feed port.
Claims (4)
1. The method for accurately and rapidly calculating the far-field radiation field of the large-scale MIMO array antenna is characterized by comprising the following steps of: the calculation method comprises the following steps:
the method comprises the following steps: determining array element spacing parameter d of M x N element planar array antennax,dyWherein d isxIs the array element spacing in the x-direction of the planar array antenna, dyThe array element spacing in the y direction of the planar array antenna;
step two: solving the relation between the incident field and the scattered field of the unit antenna, wherein the relation is as follows:
step three: selecting a subarray form and a subarray scale of the extraction unit under the array environment condition according to the mutual coupling characteristic among the unit antennas, wherein the subarray scale is p × q;
step four: for the antenna subarrays of p × q units, solving a unit far-field radiation pattern in the subarrays;
step five: and calculating the far-field radiation pattern of the M multiplied by N element planar array antenna.
2. The method for accurately and rapidly calculating the far-field radiation field of the massive MIMO array antenna according to claim 1, wherein the method comprises the following steps: the specific method of the second step is as follows:
considering plane wave incidence, the incident field of the antenna unitAnd a scattered fieldSpread according to the form of spherical vector wave, then there are
Wherein M ismn、NmnRepresenting the function of the spherical vector wave,the spherical vector wave coefficient of the scattered field can be determined by the boundary condition of the unit antenna;
ψmnthe method represents a measurement wave function in spherical coordinates and has the following expression:
wherein,is a spherical second-class hank function,is a Legendre polynomial;
the total electric field in space can be expressed asBased on a moment method model, an antenna radiation patch is divided into a plurality of grid units, and an ideal conductor boundary condition is applied to the outer surface of each grid area, so that the coefficient relation between an incident field and a scattering field of the unit antenna can be obtained, namely, the coefficient relation is obtained
Wherein, the subscript j represents the number of the mesh after the antenna radiation patch is split.
3. The method for accurately and rapidly calculating the far-field radiation field of the massive MIMO array antenna according to claim 1, wherein the method comprises the following steps: the concrete method of the fourth step is as follows:
assuming that the number of the unit antennas is p × q, the scattered field of p × q-1 antennas (excluding the ith antenna) is taken as the incident field of the ith antenna, that is, the following relation:
this incident field generates a new scattered field, which is expressed as follows:
taking the newly generated scattered field as the incident field of the next iteration, the expressions of the incident field and the scattered field of the v-th iteration are as follows:
suppose antenna i presents an incident fieldThe other antennas have no excitation field, and according to the iterative scattering theory, the total radiation field of the elements in the array of the antenna i is the sum of all scattering fields:
the far-field radiation pattern of the unit in the array can be obtained after the total field is normalized
。
4. The method for accurately and rapidly calculating the far-field radiation field of the massive MIMO array antenna according to claim 1, wherein the method comprises the following steps: the concrete method of the fifth step is as follows:
suppose that the phase difference between two adjacent array elements in each column of the M x N array isy(ii) a The phase difference between two adjacent array elements in each row isxThe far-field radiation field of the planar array antenna composed of the units can be expressed as
An,BmIs the amplitude proportionality coefficient of the excitation source of the array antenna feed port.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510344233.8A CN104992001B (en) | 2015-06-19 | 2015-06-19 | The accurate quick calculation method of extensive MIMO array Antenna Far Field radiation field |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510344233.8A CN104992001B (en) | 2015-06-19 | 2015-06-19 | The accurate quick calculation method of extensive MIMO array Antenna Far Field radiation field |
Publications (2)
Publication Number | Publication Date |
---|---|
CN104992001A true CN104992001A (en) | 2015-10-21 |
CN104992001B CN104992001B (en) | 2018-01-23 |
Family
ID=54303815
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201510344233.8A Active CN104992001B (en) | 2015-06-19 | 2015-06-19 | The accurate quick calculation method of extensive MIMO array Antenna Far Field radiation field |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN104992001B (en) |
Cited By (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105912742A (en) * | 2016-03-07 | 2016-08-31 | 中国人民解放军信息工程大学 | Method of quickly calculating far-field radiation field of large-scale MIMO array based on symmetric property |
CN106257465A (en) * | 2016-04-29 | 2016-12-28 | 中国舰船研究设计中心 | A kind of Finite Array antenna analysis method |
CN106897479A (en) * | 2016-12-23 | 2017-06-27 | 中国移动通信集团设计院有限公司 | A kind of array antenna emulation mode and server |
CN106990529A (en) * | 2017-06-05 | 2017-07-28 | 南开大学 | A kind of scalar diffraction theory algorithm for calculating one-dimensional reflecting grating far-field distribution |
CN107271977A (en) * | 2017-07-25 | 2017-10-20 | 哈尔滨工业大学 | High-precision SAR echo simulation methods based on mobile driving source FDTD algorithms |
CN107958106A (en) * | 2017-11-13 | 2018-04-24 | 东南大学 | A kind of directional diagram numerical optimization of circle bore planar array antenna |
CN108896833A (en) * | 2018-07-06 | 2018-11-27 | 电子科技大学 | A kind of non-linear measurement method of 5G array antenna for calibration |
CN109165466A (en) * | 2018-09-20 | 2019-01-08 | 中国电子科技集团公司第五十四研究所 | A kind of fast evaluation method of the active standing wave of large size close coupling array |
CN110059422A (en) * | 2019-04-23 | 2019-07-26 | 北京环境特性研究所 | The Electromagnetic Scattering Characteristics emulation mode of frequency-selective surfaces curve antenna cover |
CN110210177A (en) * | 2019-06-26 | 2019-09-06 | 北京航空航天大学 | A kind of frequency-selective surfaces structural scattering field determines method and system |
CN113092884A (en) * | 2021-04-20 | 2021-07-09 | 北京航空航天大学 | Antenna far field prediction method based on bounce ray method, storage medium and device |
CN114239268A (en) * | 2021-12-16 | 2022-03-25 | 西北工业大学 | Method for acquiring cross-interface radiation field of underwater double-electric-dipole array based on Romberg |
CN114818513A (en) * | 2022-06-06 | 2022-07-29 | 北京航空航天大学 | Efficient small-batch synthesis method for antenna array radiation pattern based on deep learning network in 5G application field |
CN115034075A (en) * | 2022-06-22 | 2022-09-09 | 电子科技大学 | Rapid and accurate prediction method for irregular antenna array vector gain directional diagram |
CN116720389A (en) * | 2023-08-10 | 2023-09-08 | 之江实验室 | Calculation method, device and medium for radiation field of spaceborne array antenna |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102157796A (en) * | 2010-02-12 | 2011-08-17 | 宗鹏 | Mutual coupling compensation analysis method for microstrip array antenna |
US20130057438A1 (en) * | 2010-05-13 | 2013-03-07 | Panasonic Corporation | Antenna device and portable wireless terminal equipped with the same |
CN104038295A (en) * | 2014-06-06 | 2014-09-10 | 西安电子科技大学 | Deformed array antenna scattering performance analyzing method based on electromechanical coupling |
CN104036078A (en) * | 2014-06-06 | 2014-09-10 | 西安电子科技大学 | Comprehensive design method of array antenna radiation and scattering performance based on installation height |
-
2015
- 2015-06-19 CN CN201510344233.8A patent/CN104992001B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102157796A (en) * | 2010-02-12 | 2011-08-17 | 宗鹏 | Mutual coupling compensation analysis method for microstrip array antenna |
US20130057438A1 (en) * | 2010-05-13 | 2013-03-07 | Panasonic Corporation | Antenna device and portable wireless terminal equipped with the same |
CN104038295A (en) * | 2014-06-06 | 2014-09-10 | 西安电子科技大学 | Deformed array antenna scattering performance analyzing method based on electromechanical coupling |
CN104036078A (en) * | 2014-06-06 | 2014-09-10 | 西安电子科技大学 | Comprehensive design method of array antenna radiation and scattering performance based on installation height |
Non-Patent Citations (1)
Title |
---|
张帅 等: "大型平面阵列天线辐射方向图的小阵外推计算和综合方法", 《计算物理》 * |
Cited By (24)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105912742A (en) * | 2016-03-07 | 2016-08-31 | 中国人民解放军信息工程大学 | Method of quickly calculating far-field radiation field of large-scale MIMO array based on symmetric property |
CN105912742B (en) * | 2016-03-07 | 2019-04-05 | 中国人民解放军信息工程大学 | The far-field radiation field method of extensive MIMO array is quickly calculated based on symmetry characteristic |
CN106257465A (en) * | 2016-04-29 | 2016-12-28 | 中国舰船研究设计中心 | A kind of Finite Array antenna analysis method |
CN106897479A (en) * | 2016-12-23 | 2017-06-27 | 中国移动通信集团设计院有限公司 | A kind of array antenna emulation mode and server |
CN106990529A (en) * | 2017-06-05 | 2017-07-28 | 南开大学 | A kind of scalar diffraction theory algorithm for calculating one-dimensional reflecting grating far-field distribution |
CN106990529B (en) * | 2017-06-05 | 2021-12-10 | 南开大学 | Scalar diffraction theory algorithm for calculating one-dimensional reflection grating far-field distribution |
CN107271977A (en) * | 2017-07-25 | 2017-10-20 | 哈尔滨工业大学 | High-precision SAR echo simulation methods based on mobile driving source FDTD algorithms |
CN107958106B (en) * | 2017-11-13 | 2019-07-30 | 东南大学 | A kind of directional diagram numerical optimization of circle bore planar array antenna |
CN107958106A (en) * | 2017-11-13 | 2018-04-24 | 东南大学 | A kind of directional diagram numerical optimization of circle bore planar array antenna |
CN108896833A (en) * | 2018-07-06 | 2018-11-27 | 电子科技大学 | A kind of non-linear measurement method of 5G array antenna for calibration |
CN109165466A (en) * | 2018-09-20 | 2019-01-08 | 中国电子科技集团公司第五十四研究所 | A kind of fast evaluation method of the active standing wave of large size close coupling array |
CN110059422A (en) * | 2019-04-23 | 2019-07-26 | 北京环境特性研究所 | The Electromagnetic Scattering Characteristics emulation mode of frequency-selective surfaces curve antenna cover |
CN110059422B (en) * | 2019-04-23 | 2023-01-20 | 北京环境特性研究所 | Electromagnetic scattering characteristic simulation method for frequency selective surface curved surface radome |
CN110210177B (en) * | 2019-06-26 | 2020-11-10 | 北京航空航天大学 | Method and system for determining frequency selective surface structure scattered field |
CN110210177A (en) * | 2019-06-26 | 2019-09-06 | 北京航空航天大学 | A kind of frequency-selective surfaces structural scattering field determines method and system |
CN113092884A (en) * | 2021-04-20 | 2021-07-09 | 北京航空航天大学 | Antenna far field prediction method based on bounce ray method, storage medium and device |
CN114239268A (en) * | 2021-12-16 | 2022-03-25 | 西北工业大学 | Method for acquiring cross-interface radiation field of underwater double-electric-dipole array based on Romberg |
CN114239268B (en) * | 2021-12-16 | 2022-10-04 | 西北工业大学 | Method for acquiring cross-interface radiation field of underwater double-electric-dipole array based on Romberg |
CN114818513A (en) * | 2022-06-06 | 2022-07-29 | 北京航空航天大学 | Efficient small-batch synthesis method for antenna array radiation pattern based on deep learning network in 5G application field |
CN114818513B (en) * | 2022-06-06 | 2024-06-18 | 北京航空航天大学 | Efficient small-batch synthesis method for antenna array radiation pattern based on deep learning network in 5G application field |
CN115034075A (en) * | 2022-06-22 | 2022-09-09 | 电子科技大学 | Rapid and accurate prediction method for irregular antenna array vector gain directional diagram |
CN115034075B (en) * | 2022-06-22 | 2023-11-24 | 电子科技大学 | Rapid and accurate prediction method for vector gain pattern of irregular antenna array |
CN116720389A (en) * | 2023-08-10 | 2023-09-08 | 之江实验室 | Calculation method, device and medium for radiation field of spaceborne array antenna |
CN116720389B (en) * | 2023-08-10 | 2023-12-19 | 之江实验室 | Calculation method, device and medium for radiation field of spaceborne array antenna |
Also Published As
Publication number | Publication date |
---|---|
CN104992001B (en) | 2018-01-23 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104992001A (en) | Rapid and accurate computation method for large-scale MIMO array antenna far-field radiation field | |
Bai et al. | Using random shape theory to model blockage in random cellular networks | |
CN105912742B (en) | The far-field radiation field method of extensive MIMO array is quickly calculated based on symmetry characteristic | |
CN104899374B (en) | Based on small echo variation wind Drive Optimization algorithm collinear array Pattern Synthesis method | |
CN106886656A (en) | A kind of cubical array antenna radiation pattern side lobe suppression method based on improvement MOPSO and convex optimized algorithm | |
CN107958106B (en) | A kind of directional diagram numerical optimization of circle bore planar array antenna | |
CN104901734A (en) | Array antenna beam forming method | |
CN107515956B (en) | Large finite plane array analysis method based on HFSS unit method | |
CN104036078B (en) | Comprehensive design method of array antenna radiation and scattering performance based on installation height | |
CN104485513B (en) | Real-time integrating method for wideband antenna array | |
CN110244273A (en) | It is a kind of based on the target angle estimation method for being uniformly distributed formula array | |
CN105024166B (en) | Planar array antenna Pattern Synthesis method based on submatrix | |
CN110427590A (en) | The efficient integrated approach of Large Scale Sparse array antenna based on adaptive probability study | |
CN103513225B (en) | Sparse planar formation optimization method based on spatial gain | |
CN107333290A (en) | A kind of antenna for base station unit for electrical property parameters monitoring method | |
CN112100701A (en) | Two-dimensional distributed antenna subarray position optimization method based on genetic algorithm | |
CN104993881A (en) | Rapid analysis method of MIMO antenna mutual-coupling characteristic | |
Concepcion et al. | Optimizing low power near l-band capacitive resistive antenna design for in silico plant root tomography based on genetic big bang-big crunch | |
CN114050852A (en) | Beam forming method for inhibiting antenna coupling influence of large-scale MIMO system | |
CN101119576A (en) | Propagation environment analysis based propagation model selecting method | |
CN105975746A (en) | Method for arranging and optimizing MIMO (Multiple Input Multiple Output) radar square array based on PSO (particle swarm optimization) algorithm | |
CN116205143A (en) | Design method for realizing antenna pattern based on physical information neural network | |
CN114330112A (en) | Method for optimizing non-equidistant tightly-coupled array antenna | |
CN106156479A (en) | Quickly analyze the nested multilamellar complex point source method of metal target Electromagnetic Scattering Characteristics | |
Sahoo et al. | Analysis of 3× 5 planar array antenna with mutual coupling and optimization using PSO |
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 |