CN106851656A - A kind of method of the dynamic cloud atlas perceived based on telephone traffic - Google Patents
A kind of method of the dynamic cloud atlas perceived based on telephone traffic Download PDFInfo
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- CN106851656A CN106851656A CN201710008400.0A CN201710008400A CN106851656A CN 106851656 A CN106851656 A CN 106851656A CN 201710008400 A CN201710008400 A CN 201710008400A CN 106851656 A CN106851656 A CN 106851656A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
- H04W16/02—Resource partitioning among network components, e.g. reuse partitioning
- H04W16/06—Hybrid resource partitioning, e.g. channel borrowing
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
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- 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
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- Computer Networks & Wireless Communication (AREA)
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- Telephonic Communication Services (AREA)
Abstract
The invention discloses a kind of method of the dynamic cloud atlas perceived based on telephone traffic, comprise the following steps：S1 sets up and issues the GP services of ArcGIS cloud atlas, so as to realize that telephone traffic is presented the conversion from point to face, A1, interpolation modeling, A2, set up cloud atlas model, A3, the GP services for creating dynamic cloud atlas, A4, issue GP services, set up the model high such as telephone traffic at S2, generation traffic cloud chart, it is comprised the following steps that：A1, telephone traffic being extracted as requested, A2, setting up the model high such as telephone traffic, A3, call GP to service, generation telephone traffic renders figure, A4, one frame traffic cloud atlas of generation, S3, according to specific two dimension clue realizes dynamic cloud atlas.The present invention can overcome the shortcomings of original technology, it is proposed that set up the technology of traffic contour according to telephone traffic grade, and the cloud charts of telephone traffic are presented, and using the change of each time shaft, the change of directly perceived, vivid reflection telephone traffic is implemented simply.
Description
Technical field
The present invention relates to telecommunication technology field, more particularly to a kind of method of the dynamic cloud atlas perceived based on telephone traffic.
Background technology
In recent years, mobile phone application constantly strengthens, and mobile service is all-round developing.But no matter how how is the business center of gravity of mobile operation
Transition and development, voice service is always the core demand of client.Telephone traffic is the most direct wind vane of Mobile Market, just because of
In this way, in optimizing always and improving around the management and analysis of traffic.
With the propulsion of fine-grained management thought, the analysis to telephone traffic has been not limited to the applied analysis of data, and
Being will be according to the Changing Pattern of the trickle change capture telephone traffic of telephone traffic and trend.
A kind of wireless network based on GIS traffic models is provided in the patent of Application No. 201110151588.7 excellent
Change analysis method, the method implements complicated, and investment is big.Provided in the patent of Application No. 200810219426.0 a kind of logical
Communication network traffic is distributed the method and system of gridding, and the grid that the method only realizes telephone traffic is presented, and realizes simply, but
The change of telephone traffic cannot be caught.
China Mobile Communications Group Hubei Company during telephone traffic perception analysis are realized, will set up ArcGIS
Server is introduced, and using data-handling capacity specific to ArcGIS and spatial analysis capacity, realizes rendering for telephone traffic perception
Figure, the area uneven for base station distribution, technology objective can visually represent the variation tendency of various telephone traffic key elements
And the situation of Changing Pattern, these information is presented clear and intuitively, it may be said that dynamic Cloud Chart Technology is of GIS
Extremely important, indispensable function, the content to be completed before us can be helped to complete, its use makes traffic sense
The service of knowing has actually entered an express passway for development.
Present telephone traffic analytical technology is mainly limited to the applied analysis to performance data, present it is main concentrate chart and
Simple GIS is presented, it is impossible to the regularity of distribution dynamic, that telephone traffic is intuitively presented, catches the variation tendency of telephone traffic.
The content of the invention
The present invention proposes a kind of method of the dynamic cloud atlas perceived based on telephone traffic, to solve to be carried in above-mentioned background technology
The problem for going out.
The present invention proposes a kind of method of the dynamic cloud atlas perceived based on telephone traffic, comprises the following steps：
S1, the GP for setting up and issuing ArcGIS cloud atlas are serviced, so as to realize that telephone traffic is presented the conversion from point to face, tool
Body step is as follows：
A1, interpolation modeling：Interval model is set up according to interpolation method, IDW is a kind of conventional and simplicity
Spatial interpolation methods, it with the distance between interpolation point and sample point as weight be weighted averagely, from interpolation point more close to sample
Point assign weight it is bigger, if in plane be distributed series of discrete point, it is known that its coordinate and value be Xi, Yi, Zi (i=1,2 ...,
N) z point values, IDW is asked to obtain interpolation unit by each the sampling point value average calculating operation to adjacent domain by distance weights；
A2, set up cloud atlas model：Entirety is converted into according to interpolation method, so as to realize that grid turns face；
A3, the GP services for creating dynamic cloud atlas：The basic object of geography treatment is you is performed GIS tasks automatically
And spatial analysis and modeling task are performed, all service conditions of GIS can all be related to the work for repeating, it is therefore desirable to which establishment can
Automatic to perform, record and shared multi-step process, geography treatment realizes work by providing one group of abundant instrument and mechanism
The automation mechanized operation of stream, these tasks are modeled and analyzed using a series of operations to complicated spatial relationship, at geography
Manage based on the framework of data conversion, in the operation of ArcGIS data concentrative implementation, and a new data set can be ultimately generated, often
Individual geographical handling implement is all used to perform geodata a kind of very important small operation, by data set a from map projection
In project to another map projection in, to adding field in table or around key element creating buffering area, included in ArcGIS
Hundreds of such geographical handling implements, are processed by geography, and a series of instruments can be cascaded in order, will wherein one
The output of individual instrument as another instrument input, using this function, you can exist numerous geographical handling implement combination
Together；
A4, issue GP services：Selection GIS server, and the cloud atlas GP services for having created are selected, start service；
S2, the model high such as telephone traffic is set up, generate traffic cloud chart, it is comprised the following steps that：
A1, telephone traffic is extracted as requested：Setting up traffic cloud chart must get traffic data first, cloud atlas type,
Hour level traffic data and day level traffic data must be obtained；
A2, set up the model high such as telephone traffic：The base station in each region is divided into uniform grid by the distribution according to base station, system
The telephone traffic of each base station in meter grid, different brackets is divided into according to each grid telephone traffic interval by grid, sets up contour model,
The data model needed for creating cloud atlas is obtained；
A3, GP is called to service, generation telephone traffic renders figure：The GP on ArcGIS servers is called to service by Flex, plus
Map is carried, and the data result that will be counted is included on map, the grade according to grid telephone traffic loads different in net region
The basic point of quantity, then all of basic point is rendered by special algorithm, to reach an even in blocks and color hierarchy minute
Bright effect, i.e. cloud atlas；
A4, one frame traffic cloud atlas of generation：According to GIS service, a cloud atlas maker is customized, rendering result is saved as into figure
Piece has just obtained the frame picture during cloud atlas is played；
The specific two dimension clue of S3, basis, realizes dynamic cloud atlas, and specific handling process is as follows：
A1, call the GP on ArcGIS servers to service by Flex, load map, according to time and the clue in space,
The data result of traffic statistic is modeled；Grade according to grid telephone traffic loads the basis of varying number in net region
Point, then all of basic point is rendered by special algorithm, the company's of foundation point is in flakes and the clearly demarcated effect of color hierarchy is contour
Modelling effect, i.e. cloud atlas；
A2, the frame picture saved as rendering result during picture has just obtained cloud atlas broadcasting；
A3, according to the condition for specifying time period and region, read corresponding cloud atlas picture from server, and according to when
Countershaft plays these pictures with specified playing duration, that is, reached the dynamic play effect of cloud atlas.
The present invention can overcome the shortcomings of original technology, using data-handling capacity specific to ArcGIS and spatial analysis
Ability, it is proposed that the technology of traffic contour is set up according to telephone traffic grade, is presented the cloud charts of telephone traffic, during using each
The change of countershaft, the cloud atlas of each frame of dynamic play, so as to represent the change of each point, realizes dynamic traffic cloud chart, this
The change of method reflection telephone traffic directly perceived, vivid, implements simple.
Specific embodiment
With reference to specific embodiment, the present invention will be further described.
A kind of method of the dynamic cloud atlas perceived based on telephone traffic, is comprised the following steps：
The present invention proposes a kind of method of the dynamic cloud atlas perceived based on telephone traffic, comprises the following steps：
S1, the GP for setting up and issuing ArcGIS cloud atlas are serviced, so as to realize that telephone traffic is presented the conversion from point to face, tool
Body step is as follows：
A1, interpolation modeling：Interval model is set up according to interpolation method, IDW is a kind of conventional and simplicity
Spatial interpolation methods, it with the distance between interpolation point and sample point as weight be weighted averagely, from interpolation point more close to sample
Point assign weight it is bigger, if in plane be distributed series of discrete point, it is known that its coordinate and value be Xi, Yi, Zi (i=1,2 ...,
N) z point values, IDW is asked to obtain interpolation unit by each the sampling point value average calculating operation to adjacent domain by distance weights；
A2, set up cloud atlas model：Entirety is converted into according to interpolation method, so as to realize that grid turns face；
A3, the GP services for creating dynamic cloud atlas：The basic object of geography treatment is you is performed GIS tasks automatically
And spatial analysis and modeling task are performed, all service conditions of GIS can all be related to the work for repeating, it is therefore desirable to which establishment can
Automatic to perform, record and shared multi-step process, geography treatment realizes work by providing one group of abundant instrument and mechanism
The automation mechanized operation of stream, these tasks are modeled and analyzed using a series of operations to complicated spatial relationship, at geography
Manage based on the framework of data conversion, in the operation of ArcGIS data concentrative implementation, and a new data set can be ultimately generated, often
Individual geographical handling implement is all used to perform geodata a kind of very important small operation, by data set a from map projection
In project to another map projection in, to adding field in table or around key element creating buffering area, included in ArcGIS
Hundreds of such geographical handling implements, are processed by geography, and a series of instruments can be cascaded in order, will wherein one
The output of individual instrument as another instrument input, using this function, you can exist numerous geographical handling implement combination
Together；
A4, issue GP services：Selection GIS server, and the cloud atlas GP services for having created are selected, start service；
S2, the model high such as telephone traffic is set up, generate traffic cloud chart, it is comprised the following steps that：
A1, telephone traffic is extracted as requested：Setting up traffic cloud chart must get traffic data first, cloud atlas type,
Hour level traffic data and day level traffic data must be obtained；
A2, set up the model high such as telephone traffic：The base station in each region is divided into uniform grid by the distribution according to base station, system
The telephone traffic of each base station in meter grid, different brackets is divided into according to each grid telephone traffic interval by grid, sets up contour model,
The data model needed for creating cloud atlas is obtained；
A3, GP is called to service, generation telephone traffic renders figure：The GP on ArcGIS servers is called to service by Flex, plus
Map is carried, and the data result that will be counted is included on map, the grade according to grid telephone traffic loads different in net region
The basic point of quantity, then all of basic point is rendered by special algorithm, to reach an even in blocks and color hierarchy minute
Bright effect, i.e. cloud atlas；
A4, one frame traffic cloud atlas of generation：According to GIS service, a cloud atlas maker is customized, rendering result is saved as into figure
Piece has just obtained the frame picture during cloud atlas is played；
The specific two dimension clue of S3, basis, realizes dynamic cloud atlas, and specific handling process is as follows：
A1, call the GP on ArcGIS servers to service by Flex, load map, according to time and the clue in space,
The data result of traffic statistic is modeled；Grade according to grid telephone traffic loads the basis of varying number in net region
Point, then all of basic point is rendered by special algorithm, the company's of foundation point is in flakes and the clearly demarcated effect of color hierarchy is contour
Modelling effect, i.e. cloud atlas；
A2, the frame picture saved as rendering result during picture has just obtained cloud atlas broadcasting；
A3, according to the condition for specifying time period and region, read corresponding cloud atlas picture from server, and according to when
Countershaft plays these pictures with specified playing duration, that is, reached the dynamic play effect of cloud atlas.
The above, the only present invention preferably specific embodiment, but protection scope of the present invention is not limited thereto,
Any one skilled in the art the invention discloses technical scope in, technology according to the present invention scheme and its
Inventive concept is subject to equivalent or change, should all be included within the scope of the present invention.
Claims (1)
1. it is a kind of based on telephone traffic perceive dynamic cloud atlas method, it is characterised in that comprise the following steps：
S1, the GP for setting up and issuing ArcGIS cloud atlas are serviced, so as to realize that telephone traffic is presented the conversion from point to face, specific step
It is rapid as follows：
A1, interpolation modeling：Interval model is set up according to interpolation method, IDW is a kind of conventional and the space of simplicity
Interpolation method, it with the distance between interpolation point and sample point as weight be weighted averagely, from interpolation point more close to sample point assign
The weight given is bigger, if being distributed series of discrete point in plane, it is known that its coordinate and value are Xi, and (i=1,2 ..., n) lead to for Yi, Zi
Crossing distance weights asks z point values, IDW to obtain interpolation unit by each the sampling point value average calculating operation to adjacent domain；
A2, set up cloud atlas model：Entirety is converted into according to interpolation method, so as to realize that grid turns face；
A3, the GP services for creating dynamic cloud atlas：Geography treatment basic object be enable you perform automatically GIS tasks and
Spatial analysis and modeling task are performed, all service conditions of GIS can all be related to the work for repeating, it is therefore desirable to which establishment can be automatic
Perform, record and shared multi-step process, geography treatment realizes workflow by providing one group of abundant instrument and mechanism
Automation mechanized operation, these tasks are modeled and analyzed using a series of operations to complicated spatial relationship, geography treatment with
Based on the framework of data conversion, in the operation of ArcGIS data concentrative implementation, and a new data set can be ultimately generated, each ground
Reason handling implement is all used to perform geodata a kind of very important small operation, and data set is thrown from a map projection
Shadow contains number in another map projection, to adding field in table or around key element creating buffering area in ArcGIS
Hundred such geographical handling implements, are processed by geography, a series of instruments can be cascaded in order, by one of work
The output of tool as another instrument input, using this function, you can combine numerous geographical handling implement；
A4, issue GP services：Selection GIS server, and the cloud atlas GP services for having created are selected, start service；
S2, the model high such as telephone traffic is set up, generate traffic cloud chart, it is comprised the following steps that：
A1, telephone traffic is extracted as requested：Setting up traffic cloud chart must get traffic data first, and cloud atlas type must be obtained
Take hour level traffic data and day level traffic data；
A2, set up the model high such as telephone traffic：The base station in each region is divided into uniform grid by the distribution according to base station, counts net
The telephone traffic of each base station in lattice, different brackets is divided into according to each grid telephone traffic interval by grid, sets up contour model, is obtained final product
The data model arrived needed for creating cloud atlas；
A3, GP is called to service, generation telephone traffic renders figure：The GP on ArcGIS servers is called to service by Flex, loading ground
Figure, and the data result that will be counted includes that on map the grade according to grid telephone traffic loads varying number in net region
Basic point, then all of basic point is rendered by special algorithm, to reach even, point is in flakes and color hierarchy is clearly demarcated
Effect, i.e. cloud atlas；
A4, one frame traffic cloud atlas of generation：According to GIS service, a cloud atlas maker is customized, rendering result is saved as into picture just
The frame picture during cloud atlas is played is obtained；
The specific two dimension clue of S3, basis, realizes dynamic cloud atlas, and specific handling process is as follows：
A1, call the GP on ArcGIS servers to service by Flex, load map, according to time and the clue in space, will talk about
The data result modeling of business amount statistics；Grade according to grid telephone traffic loads the basic point of varying number in net region, then
All of basic point is rendered by special algorithm, the company's of foundation point is imitated with the clearly demarcated effect grade height model of color hierarchy in flakes
Really, i.e. cloud atlas；
A2, the frame picture saved as rendering result during picture has just obtained cloud atlas broadcasting；
A3, the condition according to specified time period and region, read corresponding cloud atlas picture from server, and according to time shaft
These pictures are played with specified playing duration, that is, has reached the dynamic play effect of cloud atlas.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108460135A (en) * | 2018-03-07 | 2018-08-28 | 济宁中科云天环保科技有限公司 | Batch cloud atlas generation method based on GIS |
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2017
- 2017-01-05 CN CN201710008400.0A patent/CN106851656A/en active Pending
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| CN1366417A (en) * | 2001-01-19 | 2002-08-28 | 吴江洪 | Expression equipment for traffic cloud chart |
| CN101741992A (en) * | 2009-12-22 | 2010-06-16 | 北京神州泰岳软件股份有限公司 | GIS-based traffic distribution display method and GIS-based traffic distribution display system |
| CN102227148A (en) * | 2011-06-07 | 2011-10-26 | 西安方诚通讯技术服务有限公司 | GIS traffic model-based method of optimization analysis on wireless network |
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| CN108460135A (en) * | 2018-03-07 | 2018-08-28 | 济宁中科云天环保科技有限公司 | Batch cloud atlas generation method based on GIS |
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Application publication date: 20170613 |