CN106131789A - Scenic spot based on mobile signaling protocol visitor's heating power map generalization method - Google Patents
Scenic spot based on mobile signaling protocol visitor's heating power map generalization method Download PDFInfo
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- CN106131789A CN106131789A CN201610673273.1A CN201610673273A CN106131789A CN 106131789 A CN106131789 A CN 106131789A CN 201610673273 A CN201610673273 A CN 201610673273A CN 106131789 A CN106131789 A CN 106131789A
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- base station
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- scenic spot
- signaling protocol
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/025—Services making use of location information using location based information parameters
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- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Mobile Radio Communication Systems (AREA)
Abstract
The present invention relates to the big data analysis technique of moving communicating field, it is desirable to provide a kind of scenic spot based on mobile signaling protocol visitor's heating power map generalization method.The method includes: be grouped the base station in scenic spot, then gathers mobile signaling protocol event；To mobile signaling protocol ownership packet, ultimately produce scenic spot visitor's thermodynamic chart.The data source that the time-space relationship that the present invention utilizes mobile signaling protocol and mobile base station to be formed calculates as thermodynamic chart, scenic spot can be solved by existing cell phone communication data and base station resource and calculate the data source problem of visitor's distribution, also extend the big market demand of mobile signaling protocol simultaneously, there is with low cost and that application extension is easy remarkable result.
Description
Technical field
The invention belongs to the big data analysis technique of moving communicating field, be specifically related to scenic spot visitor based on mobile signaling protocol heat
Try hard to generation technique.
Background technology
In recent years, along with economic fast development and the improvement of living of compatriots, people's out on tours is more and more universal.Due to
Increasing of visitor's number, the management for more domestic emphasis scenic spots proposes new requirement and adjustment.Run at actual scenic spot
In, need to grasp in time the number real-time distribution in scenic spot, take the Forewarning Measures being correlated with simultaneously according to the gathering situation of number.
Along with the development of big data technique, scenic spot based on mobile communication signaling event visitor's thermodynamic chart can be as relevant
Technology supplementary means, but there is no this type of technology at present and disclosure satisfy that corresponding demand.
Summary of the invention
The technical problem to be solved in the present invention is, overcomes deficiency of the prior art, it is provided that a kind of based on mobile signaling protocol
Scenic spot visitor's heating power drawing generating method.
For solving technical problem, the solution of the present invention is:
A kind of scenic spot based on mobile signaling protocol visitor's heating power map generalization method is provided, comprises the following steps:
(1) base station in scenic spot is grouped
Assume that target scenic spot is covered by N number of mobile base station, the essential information of each base station is provided with identification field ID, with
Geographical position that longitude and latitude LON/LAT represents, the scope of overlay area；The GIS tried hard to according to scenic spot visitor's Dynamic Thermal shows will
Asking, the base station closed on by longitude and latitude is divided in same packet as base station group；Each base station is identified with longitude and latitude LON/LAT
The coverage of group, the geographic area at scenic spot is then made up of several confirmed base station group coverages；(that is, through base station
After packet, each scenic spot is formed by several base station groups)
(2) mobile signaling protocol event is gathered
Gather the various signaling events that user mobile phone produces in a mobile network, after formatting process, obtain mobile letter
Make message；Timestamp, user identification field ID and the ground, base station represented with longitude and latitude LON/LAT is comprised in mobile signaling protocol message
Reason position；
(3) mobile signaling protocol ownership packet
The ground, scenic spot of the geographical position according to the base station group identified with longitude and latitude LON/LAT and employing longitude and latitude Range Representation
The attaching relation of reason positional information, sorts out the mobile signaling protocol message collected, is formed at certain T1 moment base station group
Visitor gathers, and the element number of this set i.e. represents visitor's number of this this base station group of moment；
(4) scenic spot visitor's thermodynamic chart is generated
Coverage according to each base station group identified with longitude and latitude LON/LAT, by several confirmed base station groups
The geographic area at the scenic spot of coverage composition and the scale range option of predefined GIS coloring segmentation, during based on certain T1
The visitor carving certain base station group gathers visitor's thermodynamic chart at the scenic spot generating this moment.
In the present invention, in described step (3), visitor's set of certain base station group based on multiple moment, pass through further
Union calculates the visitor's number set generating certain time granularity (hour/day), obtains the respective base station group's of this time granularity
Visitor's number；Persistently calculate by step (4) described method again, generate the dynamic heating power of scenic spot visitor under corresponding time granularity
Figure.(passing through playback technology, it can be observed that visitor's changes in distribution situation in certain period at this scenic spot).
In the present invention, described signaling event includes: location updating event that switching on and shutting down produce, handover event across base station,
Periodically location updating event, the event answered and call, send and receive short message event, the upper online story of mobile subscriber
Part.
In the present invention, described user identification field ID is to adopt under the requirement of uniqueness with IMSI or MSISDN for seed
Generate with unipolarity algorithm, during being somebody's turn to do, user profile is made desensitization and processes to protect privacy of user.
Compared with prior art, the beneficial effects of the present invention is
The data source that the time-space relationship that the present invention utilizes mobile signaling protocol and mobile base station to be formed calculates as thermodynamic chart, can lead to
Cross existing cell phone communication data and base station resource and calculate the data source problem of visitor's distribution to solve scenic spot, also extend simultaneously
The big market demand of mobile signaling protocol, has with low cost and that application extension is easy remarkable result.
Accompanying drawing explanation
Fig. 1 is the mobile signaling protocol ownership packet schematic diagram in certain T1 moment.
Fig. 2 is the calculating process schematic of scenic spot visitor's thermodynamic chart.
Detailed description of the invention
Below in conjunction with the accompanying drawings and be embodied as example, the present invention is implemented process and is described in detail.
Scenic spot based on mobile signaling protocol visitor's heating power map generalization method in the present invention, comprises the following steps:
(1) base station in scenic spot is grouped
Assume that target scenic spot is covered by N number of mobile base station, the essential information of each base station is provided with identification field ID, with
Geographical position that longitude and latitude LON/LAT represents, the scope of overlay area；The GIS tried hard to according to scenic spot visitor's Dynamic Thermal shows will
Asking, the base station closed on by longitude and latitude is divided in same packet as base station group；Each base station is identified with longitude and latitude LON/LAT
The coverage of group, the geographic area at scenic spot is then made up of several confirmed base station group coverages；That is, divide through base station
After group, each scenic spot is formed by several base station groups；
(2) mobile signaling protocol event is gathered
Gather various signaling events (the location updating thing that such as switching on and shutting down produce that user mobile phone produces in a mobile network
Part, the handover event when base station location district, periodic location updating event, the event answered and call, transmission and
Receive short message event, mobile subscriber surfs the Net event), obtain mobile signaling protocol message after formatting process；Disappear at mobile signaling protocol
Breath comprises timestamp, user identification field ID and the base station geographic position represented with longitude and latitude LON/LAT；Wherein, Yong Hubiao
Knowing Field ID is to use unipolarity algorithm to generate, this process with IMSI or MSISDN under the requirement of uniqueness for seed
In also user profile is made desensitization process to protect privacy of user.
(3) mobile signaling protocol ownership packet
The ground, scenic spot of the geographical position according to the base station group identified with longitude and latitude LON/LAT and employing longitude and latitude Range Representation
The attaching relation of reason positional information, sorts out the mobile signaling protocol message collected, is formed at certain T1 moment base station group
Visitor gathers, and the element number of this set i.e. represents visitor's number of this this base station group of moment；If based on certain of multiple moment
Visitor's set of base station group, calculates the visitor's number set generating certain time granularity (such as 5 minutes) further by union,
Just can obtain visitor's number of the respective base station group of this time granularity；
(4) scenic spot visitor's thermodynamic chart is generated
Coverage according to each base station group identified with longitude and latitude LON/LAT, by several confirmed base station groups
The geographic area at the scenic spot of coverage composition and the scale range option of predefined GIS coloring segmentation, during based on certain T1
The visitor carving certain base station group gathers visitor's thermodynamic chart at the scenic spot generating this moment.Such as the respective base station group's to certain time granularity
Visitor's number persistently calculates, then the scenic spot visitor's Dynamic Thermal that can generate under corresponding time granularity is tried hard to.By playback technology,
It is observed that visitor's changes in distribution situation in certain period at this scenic spot.
The core technology content of the present invention mainly includes following three points:
1, mobile signaling protocol event acquisition
Make full use of the various signaling events that user mobile phone produces in a mobile network, relatively completely embody user and scape
The time-space relationship in district, the most such mobile signaling protocol event can be as the original data source of scenic spot visitor's thermodynamic chart.
2, base station packet
Assuming that target scenic spot is covered by N number of mobile base station, each base station includes that identification field ID, geographical position (use warp
Latitude LON/LAT represents) and the essential information such as coverage.Requirement is shown, phase according to the GIS that scenic spot visitor's Dynamic Thermal is tried hard to
The base station of nearly longitude and latitude is divided in same packet, referred to as base station group, and uses longitude and latitude to identify, simultaneously the most each base
Stand the coverage of group.After base station is grouped, scenic spot is appreciated that as being made up of several base station groups.
3, mobile signaling protocol ownership packet
The information such as timestamp, user identification field ID, base station geographic position are comprised, according to these in mobile signaling protocol message
Information may determine that the time-space relationship of user and target scenic spot.For the mobile signaling protocol message collected, according to base station geographic position
The attaching relation of the geographical location information (using longitude and latitude Range Representation) of confidence breath and tourist famous-city, is carried out moving event
Sorting out, the visitor with time correlation forming target tourist site gathers, for follow-up calculating.
4, process example is calculated
(1) after to the mobile signaling protocol data Decoding Analysis collected, it is thus achieved that the timestamp of this mobile signaling protocol, ID and
Latitude and longitude of base station LON/LAT information.
(2) mapping relations process: according to latitude and longitude of base station LON/LAT, inquire the base station group of correspondence.
(3) visitor belongs to packet: based on above-mentioned mapping relations, form the space time correlation information of visitor.
(4) visitor's set: after above-mentioned process, then defining certain T1 moment, the visitor at each sight spot gathers ASi.
(5) assume have target tourist site S1, S2 ..., Sn, after mobile signaling protocol ownership packet transaction, at certain moment T1,
To be formed and gather as follows:
AS1={ID1, ID2 ..., IDm}
AS2={ID1, ID2 ..., IDm}
……
ASn={ID1, ID2 ..., IDm}
(6) visitor's number calculates
In certain T1 moment, visitor's set of certain base station group of formation is engraved in visitor's composition of this base station group when characterizing this,
Therefore the element number of this set i.e. represents visitor's number of this this base station group of moment.Based on this basic set, pass through union
Calculate, generate visitor's set of certain time granularity (hour/day), the most just can calculate the trip to certain base station of this granularity
Guest number YKRS.
YKRSSi=| ASi |
Wherein, YKRSSi represents visitor's number of T1 moment target tourist site Si, 1≤i≤n；
(7) thermodynamic chart generates
For certain some GIS in thermodynamic chart, need the main factor:
Geographical position: use the geographical location information of base station group, i.e. longitude and latitude LON/LAT.
The coverage of this heating substation: use the coverage of corresponding base station group.
Coloring segmentation: according to visitor's number and the ratio of its coverage of this base station group, contrast predefined scale
Scope, selects.
According to the description of above steps, the Main Factors of the thermodynamic chart of certain point is it can be calculated that apply existing accordingly
Some thermodynamic chart Renderings, it is possible to present on map.
(8) scenic spot visitor Dynamic Thermal is tried hard to
According to the mobile signaling protocol of uninterrupted sampling, sustainable calculating generates the scenic spot thermodynamic chart in some moment, thus shape
The visitor's Dynamic Thermal having become this scenic spot is tried hard to, and passes through playback technology, it can be observed that visitor's distribution situation of the whole day at this scenic spot.
Claims (4)
1. scenic spot based on mobile signaling protocol visitor's heating power map generalization method, it is characterised in that comprise the following steps:
(1) base station in scenic spot is grouped
Assume that target scenic spot is covered by N number of mobile base station, the essential information of each base station is provided with identification field ID, with longitude and latitude
Spend geographical position, the scope of overlay area that LON/LAT represents；Requirement is shown according to the GIS that scenic spot visitor's Dynamic Thermal is tried hard to, will
The base station that longitude and latitude closes on is divided in same packet as base station group；Each base station group is identified with longitude and latitude LON/LAT
Coverage, the geographic area at scenic spot is then made up of several confirmed base station group coverages；
(2) mobile signaling protocol event is gathered
Gather the various signaling events that user mobile phone produces in a mobile network, obtain mobile signaling protocol after formatting process and disappear
Breath；Timestamp, user identification field ID and the base station geographic position represented with longitude and latitude LON/LAT is comprised in mobile signaling protocol message
Put；
(3) mobile signaling protocol ownership packet
Geographical position according to the base station group identified with longitude and latitude LON/LAT and the geography position, scenic spot of employing longitude and latitude Range Representation
The attaching relation of confidence breath, sorts out the mobile signaling protocol message collected, is formed at the visitor of certain T1 moment base station group
Set, the element number of this set i.e. represents visitor's number of this this base station group of moment；
(4) scenic spot visitor's thermodynamic chart is generated
Coverage according to each base station group identified with longitude and latitude LON/LAT, covered by several confirmed base station groups
The geographic area at the scenic spot of scope composition and the scale range option of predefined GIS coloring segmentation, based on certain T1 moment
The visitor of base station group gathers visitor's thermodynamic chart at the scenic spot generating this moment.
Method the most according to claim 1, it is characterised in that in described step (3), certain base station based on multiple moment
Visitor's set of group, is calculated the visitor's number set generating certain time granularity further, obtains this time granularity by union
Visitor's number of respective base station group；Persistently calculate by step (4) described method again, generate the scape under corresponding time granularity
District's visitor's Dynamic Thermal is tried hard to.
Method the most according to claim 1, it is characterised in that described signaling event includes: the position that switching on and shutting down produce is more
New events, the handover event across base station, periodic location updating event, the event answered and call, send and receive
Short message event, mobile subscriber surf the Net event.
Method the most according to claim 1, it is characterised in that described user identification field ID is with IMSI or MSISDN
Under the requirement of uniqueness, use unipolarity algorithm for seed and generate, should during user profile made desensitization process to protect
Protect privacy of user.
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| CN106708955A (en) * | 2016-11-29 | 2017-05-24 | 浙江宇视科技有限公司 | Thermodynamic diagram generation method and equipment |
| CN106970976A (en) * | 2017-03-27 | 2017-07-21 | 重庆邮电大学 | A kind of real-time dynamic passenger flow volume statistical method in scenic spot based on visitor's mobile signaling protocol data |
| CN107104851A (en) * | 2017-03-27 | 2017-08-29 | 珠海网博信息科技股份有限公司 | A kind of thermodynamic chart methods of exhibiting and system based on WIFI |
| CN107687862A (en) * | 2017-09-05 | 2018-02-13 | 上海博泰悦臻网络技术服务有限公司 | Scenic spot visit navigation methods and systems, car-mounted terminal and vehicle |
| CN107770721A (en) * | 2017-10-10 | 2018-03-06 | 东南大学 | A kind of tourist communications passenger flow big data method for visualizing |
| CN108281023A (en) * | 2016-12-30 | 2018-07-13 | 中国移动通信集团公司 | A kind of method and system showing real-time road by mobile terminal |
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| CN109598305A (en) * | 2018-12-05 | 2019-04-09 | 杭州东方通信软件技术有限公司 | The method and apparatus for realizing cell flow thermodynamic chart in region based on AI |
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| CN108281023A (en) * | 2016-12-30 | 2018-07-13 | 中国移动通信集团公司 | A kind of method and system showing real-time road by mobile terminal |
| CN106970976A (en) * | 2017-03-27 | 2017-07-21 | 重庆邮电大学 | A kind of real-time dynamic passenger flow volume statistical method in scenic spot based on visitor's mobile signaling protocol data |
| CN107104851A (en) * | 2017-03-27 | 2017-08-29 | 珠海网博信息科技股份有限公司 | A kind of thermodynamic chart methods of exhibiting and system based on WIFI |
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| CN107770721A (en) * | 2017-10-10 | 2018-03-06 | 东南大学 | A kind of tourist communications passenger flow big data method for visualizing |
| CN109189949A (en) * | 2018-08-03 | 2019-01-11 | 江苏省城市规划设计研究院 | A kind of population distribution calculation method |
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| CN111104610A (en) * | 2019-11-07 | 2020-05-05 | 重庆特斯联智慧科技股份有限公司 | Visual management system and method for community population big data |
| CN111104610B (en) * | 2019-11-07 | 2023-03-21 | 重庆特斯联智慧科技股份有限公司 | Visual management system and method for community population big data |
| CN111951351A (en) * | 2020-08-12 | 2020-11-17 | 智慧足迹数据科技有限公司 | Position thermodynamic diagram generation method and device, electronic equipment and storage medium |
| TWI776257B (en) * | 2020-10-19 | 2022-09-01 | 遠傳電信股份有限公司 | Mobile service diagnostic assistance system |
| CN112330498A (en) * | 2020-10-22 | 2021-02-05 | 马上游科技股份有限公司 | Method and system for carrying out grouping management based on tourist positions |
| CN112256946A (en) * | 2020-11-09 | 2021-01-22 | 广州瀚信通信科技股份有限公司 | Global tourism history record monitoring and analyzing method and system based on internet big data |
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