CN106921989B - A kind of communication network field strength distribution determines method and device - Google Patents
A kind of communication network field strength distribution determines method and device Download PDFInfo
- Publication number
- CN106921989B CN106921989B CN201510998126.7A CN201510998126A CN106921989B CN 106921989 B CN106921989 B CN 106921989B CN 201510998126 A CN201510998126 A CN 201510998126A CN 106921989 B CN106921989 B CN 106921989B
- Authority
- CN
- China
- Prior art keywords
- grid
- outdoor
- objective emission
- antenna
- emission antenna
- 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.)
- Active
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/06—Testing, supervising or monitoring using simulated traffic
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B17/00—Monitoring; Testing
- H04B17/30—Monitoring; Testing of propagation channels
- H04B17/391—Modelling the propagation channel
Abstract
The invention discloses a kind of communication network field strength distributions to determine method and device.The method of the present invention includes: the outdoor grid obtained in target area, wherein outdoor grid refers to that the grid for not falling within interior of building, a grid are the area of space being sized;According to the spatial position of grid where the objective emission antenna in outdoor grid and target area, the path loss of determining outdoor grid to objective emission antenna;According to the transmission power of objective emission antenna and outdoor grid to the path loss of the objective emission antenna, field strength of the objective emission antenna in outdoor grid is determined.Further, field strength of the objective emission antenna indoors in grid can also be determined in the field strength in outdoor grid based on identified objective emission antenna.The present invention, which can establish one kind, can reach higher field intensity prediction precision and avoid excessively huge calculation amount, while also can be suitably used for the field-strength prediction model of multiple network several scenes.
Description
Technical field
The present invention relates to fields of communication technology more particularly to a kind of communication network field strength distribution to determine method and device.
Background technique
With the continuous growth of service of mobile communication, the demand of network capacity constantly expands, due to having for frequency resource
Limit is fundamentally needing to wirelessly communicate to meet the needs of network capacity further expansion and guarantee the quality of network simultaneously
System can be realized the reasonable effective network coverage, and rationally the effective network coverage depends on the field intensity prediction of degree of precision.
It therefore, is design cordless communication network and mobile communication system engineering design to the field intensity prediction of network signal in communication network
Scientific basis.
The field intensity prediction of communication network is usually to utilize typical radio waves propagation model, to the field in communication network coverage area
Strong distribution, propagated loss and communication probability are measured and are estimated.In field of communication technology, from the 1950s,
Scholar both domestic and external establishes a variety of field datas that are based on successively and statisticallys analyze resulting field-strength prediction model, mainly includes
Empirical model, half determine model and deterministic models.Empirical model mainly estimates model parameter by measured data, does not consider
Diffraction and reflection, realization is relatively easy, but precision is lower;Half determines model mainly for certain in the area of field intensity prediction
Special scene (such as scene shown in FIG. 1) provides the calculation formula of the fining based on ray theory, thus to these areas
Domain carries out field intensity prediction, and application scenarios are limited;Deterministic models mainly pass through such as accurate ray-tracing procedure, send out from antenna
Each point that end can be influenced to antenna is penetrated, the electromagnetism wave ray emulation refined, calculating is with high costs, also can not be big
Scale uses.
Accordingly, with respect to existing field-strength prediction model, higher field intensity prediction precision can be reached by how establishing one kind
And excessively huge calculation amount is avoided, while also can be suitably used for the field-strength prediction model of multiple network several scenes, it is industry institute
Urgently studies and solve the problems, such as.
Summary of the invention
The embodiment of the present invention provides a kind of communication network field strength distribution and determines method and device, can reach to establish one kind
To higher field intensity prediction precision and excessively huge calculation amount is avoided, while also can be suitably used for the field of multiple network several scenes
Strong prediction model.
The communication network field strength distribution that one embodiment of the present of invention provides determines method, comprising:
The outdoor grid in target area is obtained, the outdoor grid refers to the grid for not falling within interior of building, one
Grid is the area of space being sized;
According to the spatial position of grid where the objective emission antenna in the outdoor grid and the target area, really
Path loss of the fixed outdoor grid to the objective emission antenna;
According to the transmission power of the objective emission antenna and the outdoor grid to the road of the objective emission antenna
Diameter loss determines field strength of the objective emission antenna in the outdoor grid.
Wherein, according to the space bit of grid where the objective emission antenna in the outdoor grid and the target area
Set, determine the outdoor grid to the objective emission antenna path loss, comprising:
By n times iterative process, be calculated each outdoor grid to the objective emission antenna ray path parameter,
N is the integer more than or equal to 1;
According to each outdoor grid to the ray path parameter of the objective emission antenna, each outdoor is determined respectively
Path loss of the grid to the objective emission antenna;
Wherein, include: in each iterative process
Determine the reference grid during current iteration;Wherein, the reference grid in first time iterative process is the mesh
The outdoor grid where transmitting antenna is marked, the reference grid for the second time and in later iterative process is in a preceding iterative process
Reference grid adjacent chamber outside grid;
According to where the relatively described objective emission antenna of grid outside the ray path parameter of reference grid and adjacent chamber
The spatial deviation amount of outdoor grid calculates the ray path parameter of grid outside adjacent chamber;Wherein, in first time iterative process
Reference grid ray path parameter be setting value.
Specifically, according to the relatively described objective emission day of grid outside the ray path parameter of reference grid and adjacent chamber
The spatial deviation amount of outdoor grid where line calculates the ray path parameter of grid outside adjacent chamber, comprising:
To grid outside an adjacent chamber, the benchmark grid adjacent in the every one-dimensional square in space with grid outside the adjacent chamber are obtained
The ray path parameter of lattice, and outdoor grid where the relatively described objective emission antenna of grid outside the adjacent chamber is obtained in sky
Between spatial deviation amount in every one-dimensional square;
The ray path parameter of grid outside an adjacent chamber is calculated according to following formula:
Wherein, CpathIndicate the ray path parameter of grid outside an adjacent chamber being calculated,Indicate that this is adjacent
The ray path parameter of outdoor grid reference grid adjacent on the i-th dimension direction of space, step(i)Indicate grid outside the adjacent chamber
Spatial deviation amount of the outdoor grid on the i-th dimension direction of space where the relatively described objective emission antenna of lattice, D is space
Dimension, 1≤i≤D, i, D are positive integer.
Wherein, which is determined to the ray path parameter of the objective emission antenna according to an outdoor grid
To the path loss of the objective emission antenna, comprising:
Ray path parameter, the outdoor grid to the target according to an outdoor grid to the objective emission antenna
Azimuth and angle of declination of the distance and the outdoor grid of grid to the objective emission antenna where transmitting antenna, determine
Path loss of the outdoor grid to the objective emission antenna.
Specifically, it is arrived according to an outdoor grid to the ray path parameter of the objective emission antenna, the outdoor grid
The distance of grid where the objective emission antenna and the outdoor grid to the objective emission antenna azimuth with have a down dip
Angle, determine the outdoor grid to the objective emission antenna path loss, comprising:
Determine according to the following formula an outdoor grid to the objective emission antenna path loss:
L=a+b × lg (d)+c × ln (Cpath)+cw×f(α,β)
Wherein, L indicates an outdoor grid to the path loss of the objective emission antenna, and d is the outdoor grid to institute
State the linear distance of objective emission antenna, CpathFor the ray path parameter value of the outdoor grid, α is the outdoor grid described in
The azimuth of objective emission antenna, β are angle of declination of the outdoor grid to the objective emission antenna, and f (α, β) is the target
The antenna waveform diagram attenuation function of transmitting antenna, a, b, c, cwFor constant coefficient.
Further, according to the transmission power of the objective emission antenna and the outdoor grid to the objective emission
The path loss of antenna determines field strength of the objective emission antenna in the outdoor grid, comprising:
According to the following formula, field strength of the objective emission antenna in the outdoor grid is determined:
P=sendpower-L
Wherein, P is field strength of the objective emission antenna in an outdoor grid, and sendpower is objective emission antenna
Transmission power, L are path loss of the objective emission antenna to the outdoor grid.
Preferably, determine the objective emission antenna after the field strength in the outdoor grid, further includes:
According to field strength of the identified objective emission antenna in each outdoor grid, institute is determined according to following formula
Field strength of the objective emission antenna in the indoor grille in target area is stated, an indoor grille, which refers to, falls into interior of building
Grid:
Wherein, PinFor field strength of the objective emission antenna in an indoor grille, PjTo be built with where the indoor grille
The field strength of grid, η outside jth room in all J adjacent outdoor grids of object0Indicate that electromagnetic wave once penetrates the decaying number of wall
Value, η1Indicate that unit distance stops body attenuation value, djIndicate will the distance between grid outside the indoor grille and jth room,It indicates to choose all J values being calculated maximum value, j, J are the integer more than or equal to 0.
The communication network field strength distribution determining device that one embodiment of the present of invention provides, comprising:
Module is obtained, for obtaining the outdoor grid in target area, the outdoor grid, which refers to, not to be fallen in building
The grid in portion, a grid are the area of space being sized;
First determining module, for according to where the objective emission antenna in the outdoor grid and the target area
The spatial position of grid, determine the outdoor grid to the objective emission antenna path loss;
Second determining module, for the transmission power and the outdoor grid according to the objective emission antenna described in
The path loss of objective emission antenna determines field strength of the objective emission antenna in the outdoor grid.
Wherein, the first determining module is specifically used for:
By n times iterative process, be calculated each outdoor grid to the objective emission antenna ray path parameter,
N is the integer more than or equal to 1;
According to each outdoor grid to the ray path parameter of the objective emission antenna, each outdoor is determined respectively
Path loss of the grid to the objective emission antenna;
Wherein, include: in each iterative process
Determine the reference grid during current iteration;Wherein, the reference grid in first time iterative process is the mesh
The outdoor grid where transmitting antenna is marked, the reference grid for the second time and in later iterative process is in a preceding iterative process
Reference grid adjacent chamber outside grid;
According to where the relatively described objective emission antenna of grid outside the ray path parameter of reference grid and adjacent chamber
The spatial deviation amount of outdoor grid calculates the ray path parameter of grid outside adjacent chamber;Wherein, in first time iterative process
Reference grid ray path parameter be setting value.
In some embodiments, the first determining module is specifically used for:
To grid outside an adjacent chamber, the benchmark grid adjacent in the every one-dimensional square in space with grid outside the adjacent chamber are obtained
The ray path parameter of lattice, and outdoor grid where the relatively described objective emission antenna of grid outside the adjacent chamber is obtained in sky
Between spatial deviation amount in every one-dimensional square;
The ray path parameter of grid outside an adjacent chamber is calculated according to following formula:
Wherein, CpathIndicate the ray path parameter of grid outside an adjacent chamber being calculated,Indicate that this is adjacent
The ray path parameter of outdoor grid reference grid adjacent on the i-th dimension direction of space, step(i)Indicate grid outside the adjacent chamber
Spatial deviation amount of the outdoor grid on the i-th dimension direction of space where the relatively described objective emission antenna of lattice, D is space
Dimension, 1≤i≤D, i, D are positive integer.
Wherein, the first determining module is specifically used for:
Ray path parameter, the outdoor grid to the target according to an outdoor grid to the objective emission antenna
Azimuth and angle of declination of the distance and the outdoor grid of grid to the objective emission antenna where transmitting antenna, determine
Path loss of the outdoor grid to the objective emission antenna.
In some embodiments, the first determining module is specifically used for:
Determine according to the following formula an outdoor grid to the objective emission antenna path loss:
L=a+b × lg (d)+c × ln (Cpath)+cw×f(α,β)
Wherein, L indicates an outdoor grid to the path loss of the objective emission antenna, and d is the outdoor grid to institute
State the linear distance of objective emission antenna, CpathFor the ray path parameter value of the outdoor grid, α is the outdoor grid described in
The azimuth of objective emission antenna, β are angle of declination of the outdoor grid to the objective emission antenna, and f (α, β) is the target
The antenna waveform diagram attenuation function of transmitting antenna, a, b, c, cwFor constant coefficient.
Wherein, the second determining module is specifically used for:
According to the following formula, field strength of the objective emission antenna in the outdoor grid is determined:
P=sendpower-L
Wherein, P is field strength of the objective emission antenna in an outdoor grid, and sendpower is objective emission antenna
Transmission power, L are path loss of the objective emission antenna to the outdoor grid.
Preferably, communication network field strength distribution determining device provided by one embodiment of the present of invention, further includes: third
Determining module, for the field strength according to the identified objective emission antenna in each outdoor grid, according to following formula
Determine field strength of the objective emission antenna in the indoor grille in target area, an indoor grille, which refers to, falls into building
Internal grid:
Wherein, PinFor field strength of the objective emission antenna in an indoor grille, PjTo be built with where the indoor grille
The field strength of grid, η outside jth room in all J adjacent outdoor grids of object0Indicate that electromagnetic wave once penetrates the decaying number of wall
Value, η1Indicate that unit distance stops body attenuation value, djIndicate will the distance between grid outside the indoor grille and jth room,It indicates to choose all J values being calculated maximum value, j, J are the integer more than or equal to 0.
The embodiment of the invention provides a kind of communication network field strength distributions to determine method and device, the embodiment of the present invention energy
A kind of field-strength prediction model is enough provided, the model is based on the rasterizing to target area, according to outdoor grid and target area
The spatial position of grid where interior objective emission antenna, the path loss of determining outdoor grid to the objective emission antenna,
Transmission power and outdoor grid further according to objective emission antenna determine objective emission to the path loss of objective emission antenna
Field strength of the antenna in outdoor grid.It can be seen that determining in a kind of communication network field strength distribution provided in an embodiment of the present invention
It can determine the distribution of communication network field strength in target area in method, it is contemplated that building distribution and the influence of topography and geomorphology,
Applicable scene is not strict with simultaneously, it is substantially accurate only to need to building and terrain information, and it is usual to calculate cost
In feasible range, therefore it can be realized and a kind of can reach higher field intensity prediction precision and avoid excessively huge calculating
Amount, while also can be suitably used for the field-strength prediction model of multiple network several scenes.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly introduced, it should be apparent that, drawings in the following description are only some embodiments of the invention, for this
For the those of ordinary skill in field, without any creative labor, it can also be obtained according to these attached drawings
His attached drawing.
Fig. 1 is a kind of application scenarios schematic diagram that field intensity prediction half determines model in the prior art;
Fig. 2 is an example of rasterizing map in the embodiment of the present invention;
Fig. 3 is the example that rasterizing map is converted into connected graph in the embodiment of the present invention;
Fig. 4 is an example at public the parameter azimuth and angle of declination in of antenna in the embodiment of the present invention;
Fig. 5 is one of the public parameter of antenna in the embodiment of the present invention based on the decaying of the waveform diagram of azimuth and angle of declination in
A example;
Fig. 6 is the flow diagram that the communication network field strength distribution that one embodiment of the present of invention provides determines method;
Fig. 7 determines for the communication network field strength distribution that one embodiment of the present of invention provides calculates each outdoor grid in method
The iterative process schematic diagram of the ray path parameter of lattice;
Fig. 8 is a kind of example for iterative process initialization in two-dimensional space that one embodiment of the present of invention provides;
Fig. 9 is the example for the update reference grid that one embodiment of the present of invention provides;
Figure 10 is the example updated to lattice-shaped state value outside adjacent chamber that one embodiment of the present of invention provides;
Figure 11 is the example to raster symbol-base parameter outside adjacent chamber that one embodiment of the present of invention provides;
Figure 12 is the example for confirming the ray path parameter of grid outside adjacent chamber that one embodiment of the present of invention provides;
Figure 13 is the example for the update reference grid that one embodiment of the present of invention provides;
Figure 14 is the example to raster symbol-base parameter outside adjacent chamber that one embodiment of the present of invention provides;
Figure 15 is the example for confirming the ray path parameter of grid outside adjacent chamber that one embodiment of the present of invention provides;
Figure 16 is a kind of showing for the updated reference grid set of iteration several times that one embodiment of the present of invention provides
Example;
Figure 17 is an adjacent gate of the updated reference grid of iteration several times that one embodiment of the present of invention provides
The example of the ray path parameter of lattice;
Figure 18 is the result example that a kind of iterative process that one embodiment of the present of invention provides is completed;
The example of indoor grille in a kind of two-dimensional scene that Figure 19 provides for one embodiment of the present of invention;
Figure 20 is the example that an indoor field strength is calculated based on outdoor grid field strength that one embodiment of the present of invention provides;
Figure 21 is the structural schematic diagram for the communication network field strength distribution determining device that one embodiment of the present of invention provides.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention make into
It is described in detail to one step, it is clear that the described embodiments are only some of the embodiments of the present invention, rather than whole implementation
Example.Based on the embodiments of the present invention, obtained by those of ordinary skill in the art without making creative efforts
All other embodiment, shall fall within the protection scope of the present invention.
The research main purpose of field-strength prediction model is the planning of science activities in order to realize communication network, the reasonable siting of station
Covering can be effectively provided, eliminate coverage hole, and provide convenience for the network optimization from now on, at present for field intensity prediction,
It has studied both at home and abroad for many years, there is many research achievements.Field-strength prediction model is broadly divided into following 3 class:
1, empirical model: this class model is mainly classified by the area to field intensity prediction, for example is divided into city, suburb
Area, rural area etc. provide different field intensity prediction formula further according to different classifications.This class model mainly includes Hata mould
Type, Egli model, Cost231 model etc..
However although empirical model can quickly calculate the field strength of each point as a result, the still distribution and feature of building
Coverage prediction result there is no and have an impact, antenna radiation pattern and day are only mainly considered in coverage prediction result
The influence of line height etc..Therefore for many places, forecasting accuracy is very poor.Meanwhile in practical application, for field strength to be carried out
The area of prediction, it is generally difficult to which this area is classified as a certain seed type.Therefore, empirical model, which is applicable in scene, certain limitation.
Meanwhile empirical model can only mostly carry out the prediction of two-dimentional field strength.
2, half determine model: this class model provides base primarily directed to certain special scenes in the area of field intensity prediction
In the calculation formula of the fining of ray theory, field intensity prediction is carried out to these regions.
Semidefiniteness model can carry out Accurate Prediction to certain scenes, but in practical application, building distribution and ground
Shape is extremely complex, and most of place is difficult to be classified as a certain scene.Therefore, small part area is only applicable in practical application
Field intensity prediction verifying, scene as shown in Figure 1 can be according to the antenna height got, the location parameter of specific region, angle
Parameter etc. carries out the field intensity prediction in the specific region.
3, deterministic models: this class model is mainly with accurate ray-tracing procedure, to from antenna transmitting terminal to antenna
The each point that can be influenced, the electromagnetism wave ray emulation refined.Ray tracing technique is that optical ray technology exists
Application in electromagnetism calculating field, can accurately take into account the various routes of transmission of electromagnetic wave, including direct projection, reflection, diffraction,
Transmission etc., and the various factors in view of influencing radio wave propagation, to do accurate prediction for different concrete scenes.It is this kind of
Model mainly includes Volcano ray tracing model, WaveSight model and WinProp model etc..
Although deterministic models can accurately predict the field strength of any point as a result, still ray-tracing procedure is practical
Calculation amount is very big when use, and operation time is too long, can only calculate small region, is difficult real in large-scale area
With.Meanwhile ray-tracing procedure, to building information, the required precision of topography profile is very high, while also needing ground, wall material
The information that matter etc. hardly results in.And the software package that ray-tracing algorithm mostly uses offshore company packaged at present, nothing
Method obtains specific algorithm and calculation formula.
Aiming at the shortcomings in the prior art, the embodiment provides a kind of communication network field strength distributions to determine method
And device.A kind of communication network field strength distribution provided by embodiment through the invention determines method and device, can establish
For one kind compared with empirical model, calculated result accuracy is high, it is contemplated that building distribution and the influence of topography and geomorphology, while can be with
Carry out the field-strength prediction model of three-dimensional field intensity prediction;And for the model compared with semidefiniteness model, applicability is wide, to any
Any scene in area is all agreed to be applicable in;Meanwhile it is feasible to calculate the time compared with ray tracing model for the model, and to building
The precision of object and terrain information does not have very high requirement.
A kind of communication network field strength distribution provided by the embodiment of the present invention determines the shifting that method and device can be convenient
The multiple network that 2G network, 3G network, 4G network even 5G network etc. may develop in the future is planted, can be subsequent net
Network application, which lays the foundation, can reach higher field intensity prediction precision and avoid excessively huge calculation amount, while also can be suitably used for
The field-strength prediction model of several scenes.
When should be pointed out that practical application field-strength prediction model in engineering, need first to include basic data preparation.
Method and device is determined for a kind of communication network field strength distribution provided by the embodiment of the present invention, it is usually required mainly for prepare following base
Plinth data: the high accuracy three-dimensional electronic map of target area;The basic work parameter evidence of antenna is calculated in target area;And
The frequency sweep data of target area.
Wherein, the high accuracy three-dimensional electronic map of target area can be by such as providing storage, showing, analytically
It manages the softwares such as the GIS (Geographic Information System, GIS-Geographic Information System) of spatial data function to obtain, ground
Diagram data is capable of providing the shape of building, height, the shape of road, direction, and width etc. reflects target area landform landforms
Geography information.
Based on the electronic map of the target area got, a kind of communication network field strength point provided by the embodiment of the present invention
Cloth determine method and device also need in advance to the high accuracy three-dimensional electronic map of the target area got need first into
Row three-dimensional map rasterizing, this is that a kind of communication network field strength distribution provided by the embodiment of the present invention is determined method and device
Realize basis in a particular application.
Such as in some specific embodiments, based on accessed electronic map, it can be counted first by required
The target area of calculation carries out a × a × a rasterizing and divides, i.e., being averagely divided into several sizes is a × a × a grid,
Division direction is parallel with solid axes.Wherein, the size of a can according to demand and/or accessed electronic three-dimensional map
Precision determine, such as 1 meter, 5 meters or 20 meters different numerical value.
Fig. 2 shows a kind of by the scene of target area progress rasterizing division for 5 meters, with one in target area
Building for the building that every layer of size is 200m × 200m, can be divided into 7 layers according to 5 meters one layer by 35 meters of height, therein every
One layer of planar grid for being divided into 1600 5m × 5m.Entire building are divided into 11200 5m × 5m × 5m space lattices.
It divides in obtained all grids, has in a kind of grid it can be seen that rasterizing will be carried out to target area
Heart point is in the polyhedron where falling in building, and the central point of also a kind of grid is then the polyhedron where falling in building
Outside, the communication network field strength distribution provided by the embodiment of the present invention determines in method, and central point is fallen in where building
The intracorporal grid of multi-panel is considered indoor grille, and grid central point fallen in outside the polyhedron where building is considered outdoor
Grid.
For any one transmitting antenna in the target area, all non-building grids are regarded as a point, each
Connect a line between point point corresponding with grid adjacent cells where it.Then the regioinvertions that a transmitting antenna influences are become
One connected graph.Fig. 3 shows map rasterizing and is converted into an example of connected graph.Wherein, the grid of Fig. 3 Oxford gray
Lattice are indoor grille, and white grid is outdoor grid, and the line per adjacent two between the central point of white grid is used for
Indicate that this two white grids are connected.It can be seen that only connected graph, indoor grille can be converted into for outdoor grid
Due to being located in building, cannot be connected to outdoor grid.
It should be pointed out that in the description of the present invention, a transmitting antenna indicates that one or more belongs to the same base
The transmitting antenna for cell of standing a, it can transmitting antenna is interpreted as a base station cell.
In addition, the work parameter evidence of the antenna of required acquisition, being capable of providing includes position (such as longitude and latitude where antenna
Degree), antenna height, transmission power, antenna gain, antenna model, horizontal azimuth, vertical angle of declination, whether be microcellulor day
The data informations such as line.The frequency sweep data of required acquisition are capable of providing including the corresponding antenna model of each data, each data
Measure the data informations such as place (such as longitude and latitude), measured value, time of measuring.
Accordingly and the map datum that gets according to the work parameter of antenna, for any in the target area that is rasterized into
Grid can be determined by the position of the grid central point of this in map datum and the position of transmitting antenna launch point
The central point of the grid to the linear distance between the launch point of transmitting antenna, and can also determine the grid central point with
Angle between line between the launch point of transmitting antenna and antenna principal direction, including horizontal sextant angle, i.e. azimuth, and it is vertical
Angle, i.e. angle of declination.Fig. 4 shows an outdoor grid to the azimuth of transmitting antenna and the example of angle of declination, wherein
α shown in (a) in Fig. 4 is the azimuth of the outdoor grid to objective emission antenna in the horizontal direction, (b) in Fig. 4
Shown in β be the angle of declination of the outdoor grid to objective emission antenna in vertical direction.
Further, decayed according to the work parameter of antenna according to antenna waveform diagram can also be obtained by the model of antenna.Fig. 5
Show an example based on the decaying of the waveform diagram of azimuth and angle of declination, wherein (a) in Fig. 5 is azimuth and decaying
The functional relation of value, abscissa are azimuth, and ordinate is pad value, and (b) in Fig. 5 is the function pass of angle of declination and pad value
System, abscissa is angle of declination, and ordinate is pad value.For a grid, by azimuth and angle of declination and pass through antenna
Model obtain antenna waveform diagram decaying, can determine on transmitting antenna to the grid direction by azimuth and angle of declination
Caused path attenuation value, the pad value decline equal to the horizontal pad value as caused by azimuth is vertical with as caused by angle of declination
The sum of depreciation.
Based on above pretreatment work, Fig. 6 shows a kind of communication network field of one embodiment of the present of invention offer
The flow diagram of distribution determination method, the process can be realized by the combination of computer software or software and hardware by force, the stream
Journey includes the following steps:
Step 601: obtaining the outdoor grid in target area, the outdoor grid refers to the grid for not falling within interior of building
Lattice, a grid are the area of space being sized.
Step 602: according to the spatial position of grid where the objective emission antenna in outdoor grid and target area, really
Path loss of the fixed outdoor grid to objective emission antenna.
Step 603: being damaged according to the transmission power of objective emission antenna and outdoor grid to the path of objective emission antenna
Consumption, determines field strength of the objective emission antenna in outdoor grid.
Wherein, step 601 can be is realized more based on obtained rasterizing maps in pretreatment work, by locating in advance
Accessed rasterizing map, obtains the target area of rasterizing, so as to get in the target area in science and engineering work
Outdoor grid and indoor grille, specifically, each grid can be identified by the center position of the grid, such as
The longitude and latitude of central point.
Specifically, described in step 602, according to where the objective emission antenna in outdoor grid and target area
The spatial position of grid determines the realization of path loss of the outdoor grid to objective emission antenna, can be through n times iteration mistake
Each outdoor grid is calculated to the ray path parameter of objective emission antenna in journey first, and N is the integer more than or equal to 1;
Further according to the ray path parameter of each outdoor grid to objective emission antenna, to determine each outdoor grid to mesh respectively
Mark the path loss of transmitting antenna.
Wherein, include in each iterative process: determining reference grid during current iteration first;Wherein, first
Reference grid in secondary iterative process is the outdoor grid where objective emission antenna, for the second time and in later iterative process
Reference grid is grid outside the adjacent chamber of the reference grid in a preceding iterative process;Further according to the ray path ginseng of reference grid
The spatial deviation amount of outdoor grid outside several and adjacent chamber where grid relative target transmitting antenna calculates adjacent chamber
The ray path parameter of outer grid;Wherein, the ray path parameter of the reference grid in first time iterative process is setting value.
Specifically, according to grid relative target transmitting antenna institute outside the ray path parameter of reference grid and adjacent chamber
Outdoor grid spatial deviation amount, calculate adjacent chamber outside grid ray path parameter, comprising:
To grid outside an adjacent chamber, the benchmark grid adjacent in the every one-dimensional square in space with grid outside the adjacent chamber are obtained
The ray path parameter of lattice, and outdoor grid where the relatively described objective emission antenna of grid outside the adjacent chamber is obtained in sky
Between spatial deviation amount in every one-dimensional square;
The ray path parameter of grid outside an adjacent chamber is calculated according to following formula:
Wherein, CpathIndicate the ray path parameter of grid outside an adjacent chamber being calculated,Indicate that this is adjacent
The ray path parameter of outdoor grid reference grid adjacent on the i-th dimension direction of space, step(i)Indicate grid outside the adjacent chamber
Spatial deviation amount of the outdoor grid on the i-th dimension direction of space where the relatively described objective emission antenna of lattice, D is space
Dimension, 1≤i≤D, i, D are positive integer.
Due to for iterative calculation, the characteristics of according to interative computation, it should be readily understood that can pass through for formula (1)
By target area average grid in preprocessing process, and assume for indicating the relatively described objective emission of outdoor grid
The step of spatial deviation amount of the outdoor grid on the i-th dimension direction of space where antenna(i)Using a step as linear module,
One step is size of the grid in the dimension, is calculated to simplify.Formula (1) can be converted to following form to simplify meter
It calculates:
Wherein,Indicate grid is adjacent on the i-th dimension direction of space outside the adjacent chamber reference grid in space i-th
Tie up the spatial deviation amount on direction.
It can be seen that above-mentioned pretreatment and it is assumed that making the outdoor grid where the relatively described objective emission antenna of each grid
Spatial deviation amount of the lattice on the i-th dimension direction of space, can directly by interative computation to adjacent thereto previous
Spatial deviation amount of the outdoor grid on the i-th dimension direction of space where the relatively described objective emission antenna of grid is added
1 obtains, i.e., indicates the outdoor grid outside an adjacent chamber where the relatively described objective emission antenna of grid in space in formula (1)
The step of spatial deviation amount on i-th dimension direction(i), can by grid outside the adjacent chamber on the i-th dimension direction of space phase
Spatial deviation amount of the adjacent reference grid on the i-th dimension direction of space1 is added to obtain.
Such as by taking three-dimensional space as an example, by the way that target area to be averagely divided into multiple a × a × a in preprocessing process
The grid and step of size(i)Linear module be a step, and the width of a step be a.Had according to formula (1) and formula (2):
Based on above explanation, in order to be described herein it is more clear with conveniently, will use formula (2) as one phase of calculating
The formula of the ray path parameter of grid outside adjacent room.
Since the coverage of each transmitting antenna is centered on grid where the transmitting antenna, with certain radius (ratio
Such as 3 kms) all grids in range, therefore, in some specific embodiments, to the objective emission day line computation mesh
When marking transmitting antenna to field strength on each outdoor grid, it is generally preferred that obtain all in objective emission antenna coverage
Outdoor grid.
Each outdoor grid is calculated to objective emission antenna about by n times iterative process to above-mentioned in order to clearer
The process of ray path parameter namely a kind of process of rasterizing ray tracing are illustrated, below will be by the way that grid is arranged
The mode of several auxiliary parameters specifically describes a kind of realization of above-mentioned rasterizing ray tracing process, can specifically pass through calculating
The mode of machine programming realizes the rasterizing ray tracing process.
It, can be by the position in each every one-dimensional square of grid installation space in currently known three-dimensional space state
Set parameter, it is assumed that each grid is a × a × a size cube, and being with the central point position coordinate of a grid should
The spatial position coordinate of grid, and assume that the width that linear module is a step and a step is a, to a grid installation space position
Coordinate are as follows: the step number step on the direction reference axis x(x), step number step on the direction reference axis y(y), step on the direction reference axis z
Number step(z)。
In addition, being additionally provided with state value to each outdoor grid: flag can be used to identify each outdoor grid and calculate
Each outdoor grid is to the state in the interative computation of the ray path parameter of objective emission antenna.
Meanwhile to each outdoor grid, it is provided with the direction x and updates state value: uflag(x), the direction y update state value:
uflag(y), the direction z updates state value: uflag(z).It is respectively intended to mark at no point in the update process, each outdoor grid, if quilt
The reference grid in its adjacent direction x, y and z updates.If grid is updated by certain one-dimensional reference grid, remaining phase
Adjacent reference grid with dimension is no longer updated.
By taking any one objective emission antenna as an example, using the outdoor grid where objective emission antenna launch point as starting point grid
Lattice traverse all grids of transmitting antenna influence, i.e., iterative calculation successively according to following process, to be calculated every
Ray path parameter of a outdoor grid to the objective emission antenna.Fig. 7 shows a kind of state value mark room based on setting
The iterative process schematic diagram of the ray path parameter of outer grid, it is described that specific step is as follows:
Step 701: initialization: first by the ray path parameter C of all outdoor gridspathIt is set as 0, by all outdoor grid
The space position parameter step of lattice(x)、step(y)、step(z)And state value flag is set as -1, uflag(x), uflag(y)With
uflag(z)All it is set as 0.The set G of the i.e. reference grid of grid to be processed is set, and set G is initially empty.
By the ray path parameter C of starting point grid (the outdoor grid i.e. where the objective emission antenna transmitting terminal)pathIf
It is set to 1, by the step of starting point grid(x)、step(y)And step(z)It is set as 0, state value flag is set as 0.
Fig. 8 shows a kind of example of rasterizing ray tracing process initialization in two-dimensional space, it should be understood that
It is, in embodiments of the present invention for convenience, by the example to all about rasterizing ray tracing with two-dimensional space
In example illustrate, and by that should can see the description of the embodiment of the present invention in three-dimensional even more higher-dimension in two-dimensional space
Space in, the concrete operations thinking of process described in the embodiment of the present invention is almost the same.
As shown in figure 8, the grid of Dark grey represents building grid, i.e., non-outdoor grid.In each outdoor grid most
The number in bracket is the number of the outdoor grid below, and No. 0 grid is starting point grid.When initial, setting starting point grid
CpathEqual to 1, step(x)And step(y)It is equal to 0, state value flag is equal to 0, the C of remaining outdoor gridpathEqual to 0, step(x)
And step(y)It is equal to -1, state value flag is equal to -1, uflag(x)And uflag(y))All it is set as 0.
Step 702: it updates reference grid set G: determining when the reference grid set in previous iterative process, it is specific real
It can be now and first empty set G, all flag are then put into G for 0 outdoor grid, then by all outdoors in G
The flag of grid is updated to 1, it can be seen that after above-mentioned initialization, the reference grid in iterative calculation is for the first time
For the outdoor grid where objective emission antenna.
Based on initialization shown in Fig. 8, Fig. 9 shows the situation for updating reference grid for the first time, at this point, in benchmark set
Element be starting point grid, i.e., number be 0 outdoor grid (0), while the state value flag of the outdoor grid (0) being updated to
1。
Step 703: all grids in processing reference grid set G: for each reference grid in set G, obtaining
Grid outside each adjacent chamber adjacent thereto, and updating grid flag outside each adjacent chamber is 0.
If the flag of grid is -1 outside an adjacent chamber, the flag for updating grid outside the adjacent chamber is 0.Such as Figure 10 institute
Show, reference grid is outdoor grid (0) at this time, and grid is respectively outdoor grid (1), outdoor grid (2) and room outside adjacent chamber
Outer grid (3).The flag of these three outdoor grids is shown in (a) in -1, Figure 10 at this time.Therefore these three outdoor grids
Flag be updated to 0, as shown in (b) in Figure 10.
Step 704: grid outside the adjacent chamber for being 0 for flag, according to the ray path parameter of reference grid and adjacent
The spatial deviation amount of outdoor grid where the relatively described objective emission antenna of outdoor grid calculates grid outside adjacent chamber
Ray path parameter.
Specifically, it to grid outside an adjacent chamber, obtains adjacent in the every one-dimensional square in space with grid outside the adjacent chamber
Reference grid ray path parameter, and obtain the outdoor where the relatively described objective emission antenna of grid outside the adjacent chamber
Spatial deviation amount of the grid in the every one-dimensional square in space.
Wherein, an outdoor grid gn may be only adjacent on the direction reference axis x with a reference grid, or only with
One reference grid is adjacent on the direction reference axis y, or only adjacent on the direction reference axis z with a reference grid, can also
Can simultaneously with a reference grid on the direction reference axis x it is adjacent and with another reference grid it is adjacent on the direction reference axis y,
Or simultaneously with a reference grid on the direction reference axis y it is adjacent and with another reference grid on the direction reference axis z phase
Neighbour, or simultaneously with a reference grid on the direction reference axis x it is adjacent and with another reference grid on the direction reference axis z
It is adjacent, or simultaneously with a reference grid on the direction reference axis x it is adjacent and with another reference grid in the direction reference axis y
It is upper adjacent and adjacent etc. on the direction reference axis z with third reference grid.
Specifically, if grid is g outside an adjacent chambern, gnCurrent ray path parameter isAccording to formula
(2):
If outdoor grid gnWith a reference grid g1It is adjacent on the direction solid axes x, and gnCurrent uflag(x)=0, by g1Ray path parameter be expressed asThen:
It enables
gnStep(x)=max (gnCurrent step(x),g1Step(x)+1)
gnStep(y)=max (gnCurrent step(y),g1Step(y))
gnStep(z)=max (gnCurrent step(z),g1Step(z))
uflag(x)=1
If outdoor grid gnWith a reference grid g2It is adjacent on the direction solid axes y, and gnCurrent uflag(y)=0, by g2Ray path parameter be expressed asThen:
It enables
gnStep(y)=max (gnCurrent step(y),g2Step(y)+1)
gnStep(x)=max (gnCurrent step(x),g2Step(x))
gnStep(z)=max (gnCurrent step(z),g2Step(z))
uflag(y)=1
If outdoor grid gnWith a reference grid g3It is adjacent on the direction solid axes z, and gnCurrent uflag(z)=0, by g3Ray path parameter be expressed asThen:
It enables
gnStep(z)=max (gnCurrent step(z),g3Step(z)+1)
gnStep(x)=max (gnCurrent step(x),g3Step(x))
gnStep(y)=max (gnCurrent step(y),g3Step(y))
uflag(z)=1
Specifically, as follows to the calculating of grid outside the adjacent chamber of reference grid to as shown in figure 11:
Wherein, outdoor grid (1) only uflag adjacent in the x direction with reference grid (0) and outdoor grid (1)(x)=
0, then for outdoor grid (1):
Outdoor grid (1)
The step of outdoor grid (1)(x)=max (the current step of outdoor grid (1)(x), the step of reference grid (0)(x)+
1)=max (- 1,0+1)=1;The step of outdoor grid (1)(y)=max (the current step of outdoor grid (1)(y), reference grid
(0) step(y))=max (- 1,0)=0, the uflag of outdoor grid (1)(x)=1.
Likewise, outdoor grid (2) only uflag adjacent in the x direction with reference grid (0) and outdoor grid (2)(x)
=0, then for outdoor grid (2):
Outdoor grid (2)
The step of outdoor grid (2)(x)=max (the current step of outdoor grid (2)(x), the step of reference grid (0)(x)+
1)=max (- 1,0+1)=1;The step of outdoor grid (2)(y)=max (the current step of outdoor grid (2)(y), reference grid
(0) step(y))=max (- 1,0)=0, the uflag of outdoor grid (2)(x)=1.
Wherein, outdoor grid (3) only uflag adjacent in y-direction with reference grid (0) and outdoor grid (3)(y)=
0, then for outdoor grid (3):
Outdoor grid (3)
The step of outdoor grid (3)(y)=max (the current step of outdoor grid (3)(y), the step of reference grid (0)(y)+
1)=max (- 1,0+1)=1;The step of outdoor grid (3)(x)=max (the current step of outdoor grid (3)(x), reference grid
(0) step(x))=max (- 1,0)=0, the uflag of outdoor grid (3)(y)=1.
Further, it based on above counted intermediate parameters, calculates the outdoor grid that all state values are 0: updating
The ray path parameter C for the outdoor grid that current all state values are 0path: it can work as according to above-mentioned formula (2) to calculate
Preceding state is the ray path parameter C of each of 0 outdoor gridpath。
Specifically, according to formula (2), as shown in figure 12, outdoor grid (1), outdoor grid (2) and outdoor grid at this time
(3) state value is 0, calculates the ray path parameter C of these three gridspath:
Outdoor grid (1):
Outdoor grid (2):
Outdoor grid (3):
Step 705: grid outside the adjacent chamber of the reference grid in this iterative process is determined as next iteration process
In reference grid, i.e., based on above-mentioned setting and update the process of state value, obtaining three flag by step 704 is 0
Outdoor grid, therefore the outdoor grid for being 0 using these three state values is as the reference grid of second of iterative process, i.e., second
Reference grid in iterative process is grid outside the adjacent chamber of the reference grid in first time iterative process, continues above-mentioned change
It include to empty benchmark set G again, then outdoor grid (1), outdoor grid (2) and outdoor grid (3) are put into base for operation
In quasi- set G, outside the adjacent chamber of the outdoor grid (1) of acquisition, outdoor grid (2) and outdoor grid (3) the step of grid.Such as Figure 13
Shown, adjacent outdoor grid includes outdoor grid (4), room with outdoor grid (1), outdoor grid (2) and outdoor grid (3)
Outer grid (5) and outdoor grid (6) continue according to the step 704 in above-mentioned calculating process, respectively the outer grid (1) of process chamber,
Outdoor grid (2) and outdoor grid (3), that is, calculate all ginsengs of outdoor grid (4), outdoor grid (5) and outdoor grid (6)
Number, calculated result are as shown in figure 14.Then according to step 704, outdoor grid (4), outdoor grid (5) and outdoor grid are calculated
(6) ray path parameter Cpath:
Outdoor grid (4):
Outdoor grid (5):
Outdoor grid (6):
It is as shown in figure 15 to update result.
Further, for example, after being updated by iteration several times, the reference grid in reference grid set G is outdoor grid
Lattice (7) and outdoor grid (8).As shown in figure 16.
Then outdoor grid (10) is as the neighbours on the direction reference axis y of outdoor grid (8) and outdoor grid (10)
uflag(y)=0, the result that the parameter of outdoor grid (10) calculates in step 704 are as follows:
The step of outdoor grid (10)(y)=max (the current step of outdoor grid (10)(y), outdoor grid (8)
step(y)+ 1)=2
The step of outdoor grid (10)(x)=max (the current step of outdoor grid (10)(x), the step of reference grid (8)(x))=max (- 1,2)=2, the uflag of outdoor grid (10)(y)=1.
The ray path parameter C of outdoor grid (10) is calculated againpath:
Outdoor grid (10):
Calculated result is as shown in figure 17, it can be seen that calculated result has embodied building and blocked to signal.
The iteration meter that all outdoor grids in the objective emission antenna footprint can be carried out by above procedure
All outdoor grids that can be traversed in the objective emission antenna footprint are calculated, until that cannot obtain again in reference grid set G
Until getting new reference grid, i.e. set G completes for all outdoor grids empty, in the objective emission antenna footprint
When calculating, iterative process terminates, and outdoor grids all at this time completes the calculating of ray path parameter, to obtain
The ray path parameter C of the objective emission antenna currently calculated outdoor grid each of in its coverage areapath.Figure 18 is shown
Final calculation result based on above-mentioned example.
By above-mentioned iterative process, be calculated each outdoor grid to objective emission antenna ray path parameter
Afterwards, then it can further realize and determine the outdoor grid to target described in the step 602 in process as shown in FIG. 6
The path loss of transmitting antenna, i.e., it is true respectively according to the ray path parameter of each outdoor grid to the objective emission antenna
Path loss of the fixed each outdoor grid to objective emission antenna.
Specifically, ray path parameter, the outdoor in step 602, according to an outdoor grid to objective emission antenna
Grid to grid where objective emission antenna distance and the outdoor grid to objective emission antenna azimuth with have a down dip
Angle, determine the outdoor grid to objective emission antenna path loss.
Wherein, it is sent out according to an outdoor grid to the ray path parameter of objective emission antenna, the outdoor grid to target
Azimuth and angle of declination of the distance and the outdoor grid of grid to objective emission antenna, determine the outdoor where penetrating antenna
Grid to objective emission antenna path loss, specifically can include:
Determine according to the following formula an outdoor grid to objective emission antenna path loss:
L=a+b × lg (d)+c × ln (Cpath)+cw×f(α,β)……………………(3)
Wherein, L indicates an outdoor grid to the path loss of objective emission antenna, and d is that the outdoor grid is sent out to target
Penetrate the linear distance of antenna, CpathFor the ray path parameter value of the outdoor grid, α is the outdoor grid to objective emission antenna
Azimuth, β be the outdoor grid to objective emission antenna angle of declination, f (α, β) for objective emission antenna antenna waveform diagram
Attenuation function, a, b, c, cwFor constant coefficient.
Wherein, the C of all outdoor grids can be determined by above-mentioned iterative processpath;α, β and f (α, β) can be above
The described public parameter according to antenna is accordingly and the position of grid and antenna obtains.
Specifically, for constant coefficient a, b, c, cw, can be obtained by obtaining frequency sweep data by least square in training
To optimal constant coefficient value, detailed process is described as follows:
Obtain the frequency sweep data of objective emission antenna;
For a frequency sweep data of objective emission antenna, according to the reception power of grid outdoor where the frequency sweep data and
The transmission power of objective emission antenna determines the path loss of outdoor grid where the frequency sweep data;Determine the frequency sweep data institute
In d, C of outdoor gridpath,α,β;
By the path loss and parameter of grid outdoor where identified every frequency sweep data, substitute into above-mentioned for determining one
A outdoor grid to the path loss formula (3) of the objective emission antenna, be calculated constant coefficient a in above-mentioned formula,
b、c、cw。
Specifically, matrix A and column vector b can be initially set up, wherein the line number of A can be according to accessed frequency sweep number
According to item number it is corresponding, the line number of A and the element number of b are identical;Wherein the columns of A be 4, be path loss Parameters in Formula (a,
B, c, cw) number.
For every frequency sweep data in the coverage area of objective emission antenna (being set as a), construct row vector [1, lg (d),
ln(Cpath), f (α, β)], wherein d, Cpath, α and β be respectively the outdoor grid where a frequency sweep data path loss formula
Parameter.Meanwhile pad value is calculated, the transmission power that pad value is specifically equal to antenna a subtracts the received power value of frequency sweep data.
Row vector is put into A, pad value is put into and the position in corresponding b.
Such as: certain frequency sweep data belong to antenna a, and corresponding path loss parameters of formula is respectively as follows: d=395.2, ln
(Cpath)=5.71, α=53.5, β=10.2.The transmission power of antenna a is 39, and the reception power of frequency sweep data is -81.5, then
Pad value is 120.5.Then, situation of the information of this frequency sweep data in A, b is as follows:
Wherein, line number of the data in A is identical as position of the pad value in b.All frequency sweeps of all antennas
After data operate in above manner, final A and b is obtained, is then calculated: x=(AT A)-1 ATb
Then path loss equation coefficients are as follows: a=x (1), b=x (2), c=x (3), cw=x (4).
For example pass through all constant parameter (a, b, c, the c according to the method described above of data provided by a certain common carrierw) into
Row training, the parameter trained are as shown in table 1:
Constant parameter example in 1 path loss formula (3) of table
Network | a | b | c | cw |
LTE (F-band) | 68.2 | 24 | -2.4 | 0.48 |
LTE (D frequency range) | 65.7 | 24 | -2.9 | 0.48 |
GSM900 | 58.8 | 20.6 | -1.6 | 0.51 |
DCS1800 | 62.3 | 20.6 | -2.2 | 0.51 |
For process as shown in FIG. 6, by determining that outdoor grid is damaged to the path of objective emission antenna in step 602
It, in step 603 can be according to the transmission power of the objective emission antenna and the outdoor grid to the mesh after consumption
The path loss for marking transmitting antenna determines field strength of the objective emission antenna in the outdoor grid.For example, can according to
Lower formula determines field strength of the objective emission antenna in the outdoor grid:
P=sendpower-L ... ... ... ... ... ... (4)
Wherein, P is field strength of the objective emission antenna in an outdoor grid, and sendpower is objective emission antenna
Transmission power, L are path loss of the objective emission antenna to the outdoor grid.
It can be seen that by the above process, for each transmitting antenna in target area, may be by above
Path loss formula (3) and field strength calculation formula (4) calculate each transmitting antenna to grid outdoor each of in its coverage area
The field strength of lattice.
For example, with LTE (for the F-band in (Long Term Evolution, long term evolution) network, if certain
The transmission power sendpower of a antenna is 54dBm, the outdoor straight line of grid away from the antenna of certain in the antenna coverage away from
From being 100 meters, ray path parameter is 0.0005, and horizontal sextant angle is 50 degree, and vertical angle is 8 degree, antenna waveform diagram pad value
It is 13, i.e. sendpower=54dBm, d=100m, Cpath=0.0005, f (α, β)=13 substitutes into formula above and obtains path damage
Consume L=142.24, the field intensity value that antenna is generated in the outdoor grid are as follows: P=-88.24dBm.
Preferably, in order to avoid a large amount of useless calculating, for each transmitting antenna, for the 0th layer of all outdoor grid
Lattice all calculate field strength positioned at all outdoor grids of ground floor, and for the 1st layer and with the outdoor grid in upper layer, only
It needs to calculate the outdoor grid field strength for being located at and making a circle in building week, that is, calculates the field of the outdoor grid adjacent with building grid
By force.
Further, communication network field strength distribution provided by one embodiment of the present of invention determines method by as schemed
Process shown in 6 determines that objective emission antenna, can also be according to identified objective emission after the field strength in outdoor grid
Field strength of the antenna in each outdoor grid, determines indoor grille of the objective emission antenna in target area according to following formula
Interior field strength a, wherein indoor grille refers to the grid for falling into interior of building:
Wherein, PinFor field strength of the objective emission antenna in an indoor grille, PjTo be built with where the indoor grille
The field strength of grid, η outside jth room in all J adjacent outdoor grids of object0Indicate that electromagnetic wave once penetrates the decaying number of wall
Value, such as concrete wall, average attenuation η0It is 13;η1Indicate that unit distance stops body attenuation value, such as usually can be with
Take 0.7;djIndicate will the distance between grid outside the indoor grille and jth room,It indicates to all J being calculated
A value chooses maximum value, and j, J are the integer more than or equal to 0.
Specifically, shown in Figure 19 for two-dimensional scene, wherein Figure 19 Oxford gray grid is indoor grille.For
The field strength that objective emission antenna generates on the indoor grille of Dark grey is found out (set institute with the indoor grille to be calculated first
The indoor grille to be calculated is identical for the geographical height in i) place, and all outdoors adjacent with building where indoor grille i
Grid, for Figure 19, all oblique line grids are all outdoor grids adjacent with the indoor grille of grey.If a shared K
A outdoor grid, the outdoor grid of each of this K outdoor grid determine that field strength is respectively as follows: by process as shown in FIG. 6
PjThe field strength of the outdoor grid of each of this K determined outdoor grid is substituted into formula (5) by (j=1 ..., K)
To obtain the field strength of indoor grille i.
Figure 20 shows the example that an indoor field strength is calculated based on outdoor grid field strength, wherein Figure 20 Oxford gray
Grid is indoor grille, identical as Figure 19, it is assumed that some transmitting antenna in adjacent with Dark grey grid all outdoor grids,
Field strength only is generated in grayish three grids, field intensity value is as shown in the figure.
It is then as follows to the calculating process of the field intensity value of an indoor grille shown in dotted line frame according to formula (5):
Utilize the field strength for the indoor grille that the outdoor field strength that field strength is -89.5 is calculated are as follows:
P1=-89.5- (13+0.7 (2 × 5))
Utilize the field strength for the indoor grille that the outdoor field strength that field strength is -93.2 is calculated are as follows:
Utilize the field strength for the indoor grille that the outdoor field strength that field strength is -95.7 is calculated are as follows:
P3=-95.7- (13+0.7 (2 × 5))
Therefore, the field strength of the indoor grille are as follows:
P=max { P1,P2,P3}=- 109.5dBm
Therefore, a kind of communication network provided by the embodiment of the present invention determines that method can not only determine outdoor grid
Field strength, can also field strength further based on the outdoor grid determined, determine the field strength of indoor grille.It can be seen that
By above-mentioned process, for each transmitting antenna, outdoor grid all in (for example being 3km) and room in coverage area
Field strength on outer grid can be determined, correspondingly, each grid, including indoor grille and outdoor grid, by surrounding
All transmitting antennas influence of coverage area to the grid can also be determined, it is possible thereby to the field strength distribution of being determined
Target area establish the fingerprint base for reflecting each grid Cover Characteristics, for example can receive with each grid most strong
Top N antenna antenna id and field intensity value be grid fingerprint characteristic, table 2 shows the Top7 field strength example of three grids,
Wherein, antenna id (identification) can be by the public parameter of antenna according to acquisition.
2 grid characteristic fingerprint library example of table
Antenna id | 80031-2 | 72397-3 | 72397-1 | 72396-3 | 72396-1 | 79272-3 | 72396-2 |
Field strength | -94.5 | -81.6 | -87.1 | -95.1 | -100.1 | -104.9 | -105.1 |
Antenna id | 72397-2 | 72397-3 | 72397-1 | 72396-3 | 72396-1 | 79272-3 | 72396-2 |
Field strength | -76.6 | -81.6 | -87.1 | -95.1 | -100.1 | -104.9 | -105.1 |
Antenna id | 88159-1 | 88159-3 | 88159-2 | 91520-2 | 72788-3 | 72788-2 | 88259-1 |
Field strength | -81.2 | -86.5 | -92.1 | -95.8 | -97.5 | -97.9 | -98.5 |
A kind of provided communication network field strength distribution determines the obtained target area of method through the embodiment of the present invention
In each grid Cover Characteristics fingerprint base, can further be used for includes covering field strength analysis, weak overlay area is determining, surveys
Amount report positioning, user location determination etc..
By above description as can be seen that a kind of communication network field strength distribution determination side provided in embodiments of the present invention
In method, the outdoor grid in target area is obtained first, further according to the objective emission antenna in outdoor grid and target area
The spatial position of place grid, the path loss of determining outdoor grid to objective emission antenna, finally according to objective emission antenna
Transmission power and outdoor grid to the path loss of objective emission antenna, determine objective emission antenna in outdoor grid
Field strength.It can be seen that being capable of providing a kind of field-strength prediction model in the embodiment of the present invention, which is based on to target area
Rasterizing, the field strength of outdoor grid is calculated and is iterated step by step using grid outdoor where antenna as starting point grid first,
I.e. it can be appreciated that a kind of ray tracing of rasterizing, to calculate the path loss of each outdoor grid, and then determines
The field strength of each outdoor grid out, at the same provide it is a kind of based on the outdoor grid field strength determined by the above method into one
The method for determining indoor field strength is walked, so that the field strength on all grids in target area can be predicted out, it can accurate
The field strength distribution situation for determining target area.
Therefore, compared with prior art, a kind of communication network field strength distribution provided in an embodiment of the present invention determines that method is examined
Building distribution and the influence of topography and geomorphology are considered, higher calculated result accuracy can be reached compared with empirical model, and can be with
Carry out three-dimensional field intensity prediction;Also, a kind of communication network field strength distribution provided in an embodiment of the present invention determines method to application
Scene is not strict with, and most of application scenarios can be suitable for, and relatively half determines that model can have wider array of applicability;This
Outside, calculating cost needed for a kind of communication network field strength distribution provided in an embodiment of the present invention determines method in feasible region,
And building and terrain information are only needed substantially accurately, required precision does not need stringent as determining model.Finally, this
A kind of communication network field strength distribution that inventive embodiments provide determines that method is not only easily transplanted to 2G network, 3G network, 4G
Network, the even more advanced network of the 5G network for future can adaptability application, can be subsequent network Development
It lays the foundation.
Based on the same technical idea, one embodiment of the present of invention also provides a kind of determining dress of communication network field strength distribution
It sets, which can be performed above-mentioned communication network field strength distribution and determine embodiment of the method.A kind of communication provided in an embodiment of the present invention
Network field strength distribution determining device is as shown in figure 21, comprising:
Module 2101 is obtained, for obtaining the outdoor grid in target area, the outdoor grid, which refers to, does not fall within building
Grid inside object, a grid are the area of space being sized;
First determining module 2102, for according to the objective emission antenna in the outdoor grid and the target area
The spatial position of place grid, determine the outdoor grid to the objective emission antenna path loss;
Second determining module 2103, for being arrived according to the transmission power and the outdoor grid of the objective emission antenna
The path loss of the objective emission antenna determines field strength of the objective emission antenna in the outdoor grid.
Wherein, the first determining module 2102, is specifically used for: by n times iterative process, each outdoor grid is calculated and arrives
The ray path parameter of the objective emission antenna, N are the integer more than or equal to 1;
According to each outdoor grid to the ray path parameter of the objective emission antenna, each outdoor is determined respectively
Path loss of the grid to the objective emission antenna;
Wherein, include: in each iterative process
Determine the reference grid during current iteration;Wherein, the reference grid in first time iterative process is the mesh
The outdoor grid where transmitting antenna is marked, the reference grid for the second time and in later iterative process is in a preceding iterative process
Reference grid adjacent chamber outside grid;
According to where the relatively described objective emission antenna of grid outside the ray path parameter of reference grid and adjacent chamber
The spatial deviation amount of outdoor grid calculates the ray path parameter of grid outside adjacent chamber;Wherein, in first time iterative process
Reference grid ray path parameter be setting value.
Specifically, the first determining module 2102, is used for: to grid outside an adjacent chamber, obtaining and grid outside the adjacent chamber
The ray path parameter of adjacent reference grid in the every one-dimensional square in space, and to obtain outside the adjacent chamber grid relatively described
Spatial deviation amount of the outdoor grid in the every one-dimensional square in space where objective emission antenna;According in description above
Provided in formula (1) calculate an adjacent chamber outside grid ray path parameter.Wherein, formula (1) can be according to iteration
The characteristics of operation, by by target area average grid, and assuming for indicating an outdoor grid in preprocessing process
The parameter of spatial deviation amount of the outdoor grid on the i-th dimension direction of space where the relatively described objective emission antenna is with one
Step is linear module, and a step is size of the grid in the dimension, is reduced to formula (2).
Wherein, the first determining module 2102, is specifically used for: according to an outdoor grid to the ray road of objective emission antenna
The distance of grid where diameter parameter, the outdoor grid to objective emission antenna and the outdoor grid are to objective emission antenna
Azimuth and angle of declination, determine the outdoor grid to objective emission antenna path loss.
Specifically, the first determining module 2102, is used for: determining one according to provided formula (3) in the above description
Path loss of a outdoor grid to the objective emission antenna.
Wherein, the second determining module 2103, is specifically used for: being determined according to provided formula (4) in the above description
Field strength of the objective emission antenna in the outdoor grid.
Preferably, the communication network field strength distribution determining device that one embodiment of the present of invention provides can also include: the
Three determining modules 2104, for the field strength according to the identified objective emission antenna in each outdoor grid, according to
Formula provided in description above (5) determines field of the objective emission antenna in the indoor grille in target area
By force, an indoor grille refers to the grid for falling into interior of building.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
Although preferred embodiments of the present invention have been described, it is created once a person skilled in the art knows basic
Property concept, then additional changes and modifications may be made to these embodiments.So it includes excellent that the following claims are intended to be interpreted as
It selects embodiment and falls into all change and modification of the scope of the invention.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
Claims (12)
1. a kind of communication network field strength distribution determines method characterized by comprising
The outdoor grid in target area is obtained, the outdoor grid refers to the grid for not falling within interior of building, a grid
For the area of space being sized;
By n times iterative process, ray path parameter of each outdoor grid to the objective emission antenna, and root is calculated
According to the ray path parameter of each outdoor grid to the objective emission antenna, determine each outdoor grid described in respectively
The path loss of objective emission antenna, N are the integer more than or equal to 1;
It is damaged according to the transmission power of the objective emission antenna and the outdoor grid to the path of the objective emission antenna
Consumption determines field strength of the objective emission antenna in the outdoor grid;
Wherein, include: in each iterative process
Determine the reference grid during current iteration;Wherein, the reference grid in first time iterative process is target hair
The outdoor grid where antenna is penetrated, the reference grid for the second time and in later iterative process is the base in a preceding iterative process
Grid outside the adjacent chamber of quasi- grid;
Outdoor where the relatively described objective emission antenna of grid outside the ray path parameter of reference grid and adjacent chamber
The spatial deviation amount of grid calculates the ray path parameter of grid outside adjacent chamber;Wherein, the base in first time iterative process
The ray path parameter of quasi- grid is setting value.
2. the method as described in claim 1, which is characterized in that according to the ray path parameter of reference grid and adjacent chamber
The spatial deviation amount of outdoor grid where the relatively described objective emission antenna of outer grid calculates grid outside adjacent chamber and penetrates
Thread path parameter, comprising:
To grid outside an adjacent chamber, the reference grid adjacent in the every one-dimensional square in space with grid outside the adjacent chamber is obtained
Ray path parameter, and the outdoor grid where obtaining the relatively described objective emission antenna of grid outside the adjacent chamber are every in space
Spatial deviation amount in one-dimensional square;
The ray path parameter of grid outside an adjacent chamber is calculated according to following formula:
Wherein, CpathIndicate the ray path parameter of grid outside an adjacent chamber being calculated,It indicates outside the adjacent chamber
The ray path parameter of grid reference grid adjacent on the i-th dimension direction of space, step(i)Indicate grid phase outside the adjacent chamber
To spatial deviation amount of the outdoor grid where the objective emission antenna on the i-th dimension direction of space, D is space dimension
Number, 1≤i≤D, i, D are positive integer.
3. the method as described in claim 1, which is characterized in that according to outdoor grid penetrating to the objective emission antenna
Thread path parameter, determine the outdoor grid to the objective emission antenna path loss, comprising:
Ray path parameter, the outdoor grid to the objective emission according to an outdoor grid to the objective emission antenna
Azimuth and angle of declination of the distance and the outdoor grid of grid to the objective emission antenna, determine the room where antenna
Path loss of the outer grid to the objective emission antenna.
4. method as claimed in claim 3, which is characterized in that according to outdoor grid penetrating to the objective emission antenna
The distance of grid where thread path parameter, the outdoor grid to the objective emission antenna and the outdoor grid are to the mesh
Mark transmitting antenna azimuth and angle of declination, determine the outdoor grid to the objective emission antenna path loss, comprising:
Determine according to the following formula an outdoor grid to the objective emission antenna path loss:
L=a+b × lg (d)+c × ln (Cpath)+cw×f(α,β)
Wherein, L indicates an outdoor grid to the path loss of the objective emission antenna, and d is the outdoor grid to the mesh
Mark the linear distance of transmitting antenna, CpathFor the ray path parameter value of the outdoor grid, α is the outdoor grid to the target
The azimuth of transmitting antenna, β are angle of declination of the outdoor grid to the objective emission antenna, and f (α, β) is the objective emission
The antenna waveform diagram attenuation function of antenna, a, b, c, cwFor constant coefficient.
5. method according to any one of claims 1 to 4, which is characterized in that according to the transmitting of the objective emission antenna
Power and the outdoor grid determine the objective emission antenna in the room to the path loss of the objective emission antenna
Field strength in outer grid, comprising:
According to the following formula, field strength of the objective emission antenna in the outdoor grid is determined:
P=sendpower-L
Wherein, P is field strength of the objective emission antenna in an outdoor grid, and sendpower is the transmitting of objective emission antenna
Power, L are path loss of the objective emission antenna to the outdoor grid.
6. method according to any one of claims 1 to 4, which is characterized in that determine the objective emission antenna described
After field strength in outdoor grid, further includes:
According to field strength of the identified objective emission antenna in each outdoor grid, the mesh is determined according to following formula
Field strength of the transmitting antenna in the indoor grille in target area is marked, an indoor grille refers to the grid for falling into interior of building
Lattice:
Wherein, PinFor field strength of the objective emission antenna in an indoor grille, PjFor building phase where with the indoor grille
The field strength of grid, η outside jth room in the outdoor grid of adjacent all J0Indicate that electromagnetic wave once penetrates the attenuation value of wall, η1
Indicate that unit distance stops body attenuation value, djIndicate will the distance between grid outside the indoor grille and jth room,
It indicates to choose all J values being calculated maximum value, j, J are the integer more than or equal to 0.
7. a kind of communication network field strength distribution determining device characterized by comprising
Module is obtained, for obtaining the outdoor grid in target area, the outdoor grid, which refers to, does not fall within interior of building
Grid, a grid are the area of space being sized;
First determining module, for each outdoor grid to be calculated to the objective emission antenna by n times iterative process
Ray path parameter, and according to the ray path parameter of each outdoor grid to the objective emission antenna, it determines respectively each
For the outdoor grid to the path loss of the objective emission antenna, N is the integer more than or equal to 1;
Second determining module, for according to the transmission power of the objective emission antenna and the outdoor grid to the target
The path loss of transmitting antenna determines field strength of the objective emission antenna in the outdoor grid;
Wherein, include: in each iterative process
Determine the reference grid during current iteration;Wherein, the reference grid in first time iterative process is target hair
The outdoor grid where antenna is penetrated, the reference grid for the second time and in later iterative process is the base in a preceding iterative process
Grid outside the adjacent chamber of quasi- grid;
Outdoor where the relatively described objective emission antenna of grid outside the ray path parameter of reference grid and adjacent chamber
The spatial deviation amount of grid calculates the ray path parameter of grid outside adjacent chamber;Wherein, the base in first time iterative process
The ray path parameter of quasi- grid is setting value.
8. device as claimed in claim 7, which is characterized in that first determining module is specifically used for:
To grid outside an adjacent chamber, the reference grid adjacent in the every one-dimensional square in space with grid outside the adjacent chamber is obtained
Ray path parameter, and the outdoor grid where obtaining the relatively described objective emission antenna of grid outside the adjacent chamber are every in space
Spatial deviation amount in one-dimensional square;
The ray path parameter of grid outside an adjacent chamber is calculated according to following formula:
Wherein, CpathIndicate the ray path parameter of grid outside an adjacent chamber being calculated,It indicates outside the adjacent chamber
The ray path parameter of grid reference grid adjacent on the i-th dimension direction of space, step(i)Indicate grid phase outside the adjacent chamber
To spatial deviation amount of the outdoor grid where the objective emission antenna on the i-th dimension direction of space, D is space dimension
Number, 1≤i≤D, i, D are positive integer.
9. device as claimed in claim 7, which is characterized in that first determining module is specifically used for:
Ray path parameter, the outdoor grid to the objective emission according to an outdoor grid to the objective emission antenna
Azimuth and angle of declination of the distance and the outdoor grid of grid to the objective emission antenna, determine the room where antenna
Path loss of the outer grid to the objective emission antenna.
10. device as claimed in claim 9, which is characterized in that first determining module is specifically used for:
Determine according to the following formula an outdoor grid to the objective emission antenna path loss:
L=a+b × lg (d)+c × ln (Cpath)+cw×f(α,β)
Wherein, L indicates an outdoor grid to the path loss of the objective emission antenna, and d is the outdoor grid to the mesh
Mark the linear distance of transmitting antenna, CpathFor the ray path parameter value of the outdoor grid, α is the outdoor grid to the target
The azimuth of transmitting antenna, β are angle of declination of the outdoor grid to the objective emission antenna, and f (α, β) is the objective emission
The antenna waveform diagram attenuation function of antenna, a, b, c, cwFor constant coefficient.
11. the device as described in any one of claim 7 to 10, which is characterized in that second determining module is specific to use
In:
According to the following formula, field strength of the objective emission antenna in the outdoor grid is determined:
P=sendpower-L
Wherein, P is field strength of the objective emission antenna in an outdoor grid, and sendpower is the transmitting of objective emission antenna
Power, L are path loss of the objective emission antenna to the outdoor grid.
12. the device as described in any one of claim 7 to 10, which is characterized in that further include:
Third determining module, for the field strength according to the identified objective emission antenna in each outdoor grid, according to
Following formula determines field strength of the objective emission antenna in the indoor grille in target area, and an indoor grille, which refers to, to be fallen
Enter the grid of interior of building:
Wherein, PinFor field strength of the objective emission antenna in an indoor grille, PjFor building phase where with the indoor grille
The field strength of grid, η outside jth room in the outdoor grid of adjacent all J0Indicate that electromagnetic wave once penetrates the attenuation value of wall, η1
Indicate that unit distance stops body attenuation value, djIndicate will the distance between grid outside the indoor grille and jth room,
It indicates to choose all J values being calculated maximum value, j, J are the integer more than or equal to 0.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510998126.7A CN106921989B (en) | 2015-12-25 | 2015-12-25 | A kind of communication network field strength distribution determines method and device |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510998126.7A CN106921989B (en) | 2015-12-25 | 2015-12-25 | A kind of communication network field strength distribution determines method and device |
Publications (2)
Publication Number | Publication Date |
---|---|
CN106921989A CN106921989A (en) | 2017-07-04 |
CN106921989B true CN106921989B (en) | 2019-09-27 |
Family
ID=59455467
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201510998126.7A Active CN106921989B (en) | 2015-12-25 | 2015-12-25 | A kind of communication network field strength distribution determines method and device |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN106921989B (en) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108718254B (en) * | 2018-05-14 | 2021-05-28 | 中国联合网络通信有限公司湖北省分公司 | Fault positioning method and system for indoor distribution system of subway |
CN109151866B (en) | 2018-11-27 | 2019-03-05 | 南京华苏科技有限公司 | The method for realizing antenna azimuth correction based on user data |
CN111327377B (en) * | 2018-12-14 | 2022-08-19 | 中兴通讯股份有限公司 | Method, device, equipment and storage medium for field intensity prediction |
CN111343648B (en) * | 2018-12-19 | 2023-11-03 | 中国移动通信集团辽宁有限公司 | Regional analysis method, device and equipment |
CN111355543B (en) * | 2018-12-20 | 2023-01-17 | 中兴通讯股份有限公司 | Method for predicting field intensity |
CN110933601B (en) * | 2019-12-25 | 2021-06-15 | 中国移动通信集团内蒙古有限公司 | Target area determination method, device, equipment and medium |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102448087A (en) * | 2010-10-13 | 2012-05-09 | 中国移动通信集团河南有限公司 | Method and system for optimizing antenna feeder parameters |
CN102546039A (en) * | 2010-12-20 | 2012-07-04 | 中国移动通信集团北京有限公司 | Radio wave propagation prediction method and device |
CN102869020A (en) * | 2011-07-08 | 2013-01-09 | 中国移动通信集团湖南有限公司 | Method and device for optimizing wireless network |
CN104363616A (en) * | 2014-10-27 | 2015-02-18 | 山东润谱通信工程有限公司 | Method for predicting indoor three-dimensional space field strength from outdoor to indoor with propagation models |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8983306B2 (en) * | 2011-01-31 | 2015-03-17 | Alcatel Lucent | Spectral alignment of a WDM device to a specified frequency grid |
-
2015
- 2015-12-25 CN CN201510998126.7A patent/CN106921989B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102448087A (en) * | 2010-10-13 | 2012-05-09 | 中国移动通信集团河南有限公司 | Method and system for optimizing antenna feeder parameters |
CN102546039A (en) * | 2010-12-20 | 2012-07-04 | 中国移动通信集团北京有限公司 | Radio wave propagation prediction method and device |
CN102869020A (en) * | 2011-07-08 | 2013-01-09 | 中国移动通信集团湖南有限公司 | Method and device for optimizing wireless network |
CN104363616A (en) * | 2014-10-27 | 2015-02-18 | 山东润谱通信工程有限公司 | Method for predicting indoor three-dimensional space field strength from outdoor to indoor with propagation models |
Also Published As
Publication number | Publication date |
---|---|
CN106921989A (en) | 2017-07-04 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN106921989B (en) | A kind of communication network field strength distribution determines method and device | |
CN108271165B (en) | Method and system for predicting coverage state of base station network signal | |
CN109964422B (en) | Method and apparatus for analyzing communication channel and designing wireless network considering information about actual environment | |
CN111277947B (en) | Cell longitude and latitude prediction method, device, server, base station and storage medium | |
CN103702338B (en) | Method for rapidly establishing indoor wireless signal fingerprint database | |
Rautiainen et al. | Verifying path loss and delay spread predictions of a 3D ray tracing propagation model in urban environment | |
JP5273664B2 (en) | Communication characteristic analysis system, communication characteristic analysis method, and communication characteristic analysis program | |
CN110418354A (en) | It is a kind of that propagation model wireless network planning method is exempted from based on machine learning | |
CN108124267B (en) | Automatic planning method and device for base station | |
CN105474031A (en) | 3D sectorized path-loss models for 3D positioning of mobile terminals | |
WO2012011147A1 (en) | Communication characteristic analyzing system, communication characteristic analyzing method, and communication characteristic analyzing program | |
CN102546039B (en) | Radio wave propagation prediction method and device | |
JP2016502773A (en) | Antenna attitude measurement sensor and antenna attitude measurement method | |
CN106937296B (en) | A kind of method and device for disposing cellular base station | |
CN106851674B (en) | Wireless Network Simulation method and system | |
CN104066172B (en) | Method for positioning AP in wireless local area network | |
CN106324585A (en) | Positioning method and positioning system based on signal emitting device antenna direction correction | |
CN102340806B (en) | A kind of method and apparatus determining antenna directional angle | |
US11044613B2 (en) | Method of processing image, computer-readable storage medium recording method, and apparatus for processing image | |
CN108984785A (en) | A kind of update method and device of the fingerprint base based on historical data and increment | |
CN101621825A (en) | Method for drawing maps by making full use of wireless signal field prediction of actual measurement data and network coverage | |
CN105657726A (en) | PCI planning based base station location method | |
CN104602249B (en) | A kind of method and device for determining cell relations | |
Nagao et al. | Study on radio propagation prediction by machine learning using urban structure maps | |
CN108242962A (en) | A kind of indoor signal propagation loss computational methods and device based on measurement report |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |