CN103856887A - Real-time scenic spot visitor flow counting method based on signaling information - Google Patents
Real-time scenic spot visitor flow counting method based on signaling information Download PDFInfo
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- CN103856887A CN103856887A CN201210509199.1A CN201210509199A CN103856887A CN 103856887 A CN103856887 A CN 103856887A CN 201210509199 A CN201210509199 A CN 201210509199A CN 103856887 A CN103856887 A CN 103856887A
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Abstract
The invention discloses a real-time scenic spot visitor flow counting method based on signaling information. The real-time scenic spot visitor flow counting method includes the steps that cell identities of all mobile network cells covering a scenic spot are obtained; position updating information of mobile users is obtained; the number of all the mobile users in the scenic spot is counted; the resident population of the scenic spot is excluded; the passing population of the scenic spot is excluded; the scenic spot visitor flow volume is defined. The number of the mobile users in the mobile network cells covering the scenic spot is monitored through signaling in a communication network, so that the number of visitors in the scenic spot is counted in real time; the real-time scenic spot visitor flow counting method is simple in system deployment, low in cost, convenient to maintain, high in realtime performance and accuracy and capable of counting the visitor flow volume of large-scale scenic spot or open type scenic spots.
Description
Technical field
The present invention relates to mobile communication value-added service field, be specifically related to a kind of method of utilizing signaling message in mobile communications network to carry out the real-time statistics scenic spot volume of the flow of passengers.
Background technology
Whenever festivals or holidays, the number of travelling outdoors rolls up, each tourist attraction usually occur visitor block up be detained situation.If can add up in time the real-time volume of the flow of passengers, by for sight spot management unit provides important reference data, make the sight spot management unit can more effective coordination scenic spot resource, avoid the event of blocking up.The existing volume of the flow of passengers technology of obtaining comprises: infrared ray sensor, pressure sensor, image recognition etc.There is in actual use variety of issue in these technology, as: infrared ray and pressure sensor are only suitable for being arranged in porch, scenic spot, cannot judge the accurate number of simultaneously passing through in the time that flow of the people is large, in the time that visitor leaves scenic spot, also have no way of finding out about it; Image identification system, need to dispose multitude of video monitoring hardware, and algorithm complexity cannot be identified visitor's number accurately.Simultaneously, prior art all need to and be set up corresponding system and realize real-time passenger flow seizure in each scenic spot deployment facility, system disperse to dispose to implement and safeguard require highly, realize unified monitoring and Cost for Coordination very high, do not there is exploitativeness for large-scale scenic spot or open scenic spot.
At present, along with the development of mobile communication business, mobile communication base station has all been set up in all parts of the country, for the resident who is in various places provides Mobile Communication Service, mobile phone has become means of communication indispensable in people's daily life, and the signaling in communication network has been born the information transmission of whole network and the effect of Service control.Therefore, the volume of the flow of passengers of utilizing the signaling in communication network to add up tourist attraction, becomes the applicant and is devoted to the direction of studying.
Summary of the invention
The object of the present invention is to provide a kind of scenic spot passenger flow real-time statistical method based on signaling message, by signaling in communication network, active user quantity in the mobile network community at covering scenic spot is monitored, carry out real-time statistics scenic spot visitor's quantity, system is disposed simple, cost is low, easy to maintenance, real-time and accuracy are high, can realize the guest flow statistics to large-scale scenic spot and open scenic spot simultaneously.
The technical scheme that realizes above-mentioned purpose is:
A scenic spot passenger flow real-time statistical method based on signaling message, comprises the following steps:
Step S1, obtains the cell ID of all mobile networks community that covers scenic spot;
Step S2, obtains mobile subscriber's location update message;
Step S3, according to described cell ID, carries out screening and filtering to the location update message obtaining, and gathers the mobile subscriber's total quantity drawing at scenic spot;
Step S4, a default resident population threshold value, represents that resident population stays in the minimum time at scenic spot; All mobile subscribers at scenic spot are detected, get rid of and stay in the mobile subscriber that the scenic spot time reaches described resident population threshold value;
Step S5, passes by population threshold value for default one, represents to pass by the maximum time that population stops at scenic spot; Detect having got rid of the later all mobile subscribers of resident population, described in the eliminating time of staying is less than, pass by the mobile subscriber of population threshold value, obtain final mobile subscriber's quantity;
Step S6, default mobile subscriber's permeability, represents that mobile subscriber accounts for all scenic spot visitors' ratio, and the mobile subscriber's quantity obtaining in step S5, divided by described mobile subscriber's permeability, is obtained to actual visitor's quantity;
Step S7, is defined as the scenic spot volume of the flow of passengers by the described actual visitor's quantity obtaining in step S6.
The above-mentioned scenic spot passenger flow real-time statistical method based on signaling message, wherein, described location update message comprises: the cell ID of mobile network community, place when user's occurrence positions upgrades.
The above-mentioned scenic spot passenger flow real-time statistical method based on signaling message, wherein, in described step S5, by trace analysis mobile subscriber continuous several times location update message, draws the time that this mobile subscriber stops in scenic spot.
The above-mentioned scenic spot passenger flow real-time statistical method based on signaling message, wherein, described resident population threshold value represents: resident population stays in scenic spot the rarest three days an of middle of the month.
The above-mentioned scenic spot passenger flow real-time statistical method based on signaling message, wherein, described in pass by population threshold value and represent: passing by population is 30 minutes in the maximum time of staying at scenic spot.
The above-mentioned scenic spot passenger flow real-time statistical method based on signaling message, wherein, in described step S2, obtains mobile subscriber's location update message by Mobile Network Signaling acquisition system.
The above-mentioned scenic spot passenger flow real-time statistical method based on signaling message, wherein, described scenic spot passenger flow real-time statistical method also comprises step: by must switch area being set through road junction to scenic spot visitor, make visitor's more new business of executing location in the time coming in and going out this road junction in wireless side; Before this step is placed in step S1.
The above-mentioned scenic spot passenger flow real-time statistical method based on signaling message, wherein, described scenic spot passenger flow real-time statistical method also comprises step: by all mobile networks community that covers scenic spot is arranged to the shorter periodic location update time, make visitor's more new business of inevitable executing location in scenic spot; Before this step is placed in step S1.
The invention has the beneficial effects as follows: the present invention monitors the active user quantity in all mobile networks community at covering scenic spot by signaling in communication network, and get rid of the resident population in scenic spot and pass by population, carry out real-time statistics scenic spot visitor's quantity.Compare with methods such as traditional infrared ray sensor, pressure sensor, image recognitions, there is following advantages:
1) real-time and accuracy are high, and visitor enters scenic spot, and its mobile phone will send location update message to mobile base station, and this message can promptly and accurately be added up;
2) deployment is simple, cost is low and easy to maintenance, and the present invention utilizes existing mobile base station, scenic spot, and the existing monitoring signaling acquisition system of operator, does not need to dispose additional hardware;
3) can realize the guest flow statistics to large-scale scenic spot and open scenic spot.
Meanwhile, the present invention can also be for large-scale scenic spot, Zone switched by arranging through crossing visitor, improves passenger flow statistics precision; And for small-sized scenic spot, by the shorter periodic location update time is set, improve passenger flow statistics precision.
Accompanying drawing explanation
Fig. 1 is the flow chart of the scenic spot passenger flow real-time statistical method based on signaling message of the present invention.
Embodiment
Below in conjunction with accompanying drawing, the invention will be further described.
Because the signaling in communication network has been born the information transmission of whole network and the effect of Service control, so just can know the number of users in certain mobile network community by the signaling that analyzing communication is online, by the number of users in all mobile networks community that covers scenic spot is monitored and just can be calculated the number of users in scenic spot.Without at scenic spot configuration Special Equipment, only need to gather and analyze the real-time monitoring that just can realize scenic spot visitor's quantity to the signaling in communication network like this.Refer to Fig. 1, the scenic spot passenger flow real-time statistical method based on signaling message of the present invention, comprises the following steps:
Step S1, obtains the cell ID of all mobile networks community that covers scenic spot;
Step S2, obtain mobile subscriber's location update message (signaling message) by Mobile Network Signaling acquisition system, location update message comprises the cell ID of mobile network community, place when user's occurrence positions upgrades, this mobile network community is also the position at the current place of user, if this mobile network community belongs to the mobile network community that covers scenic spot, think that now this user is in scenic spot;
Step S3, according to the cell ID described in step S1, the all mobile subscribers' that obtain in step S2 location update message is carried out to screening and filtering, judge that whether the cell ID that location update message comprises belongs to one of cell ID of all mobile networks community that covers scenic spot, draws current mobile subscriber's total quantity at scenic spot thereby gather;
Step S4, a default resident population threshold value, represents that resident population stays in the minimum time at scenic spot, can modify according to different scenic spots concrete condition; In the present embodiment, resident population threshold value represents: resident population stays in scenic spot the rarest three days an of middle of the month; All mobile subscribers at scenic spot (being the mobile subscriber who draws in step S3) are detected, get rid of and stay in the mobile subscriber that the scenic spot time reaches resident population threshold value, obtained getting rid of the later all mobile subscriber's quantity of resident population;
Step S5, passes by population threshold value for default one, represents to pass by the maximum time that population stops at scenic spot, can modify according to different scenic spots concrete condition; In the present embodiment, pass by population threshold value and represent: passing by population is 30 minutes in the maximum time of staying at scenic spot; Detect having got rid of the later all mobile subscribers of resident population, by trace analysis mobile subscriber continuous several times location update message, draw the time that this mobile subscriber stops in scenic spot, thereby the eliminating time of staying is less than the mobile subscriber who passes by population threshold value, obtains final mobile subscriber's quantity;
Step S6, default mobile subscriber's permeability, represents that mobile subscriber accounts for all scenic spot visitors' ratio, and the mobile subscriber's quantity obtaining in step S5, divided by described mobile subscriber's permeability, is obtained to actual visitor's quantity; In the present embodiment, mobile subscriber's permeability is 70%.
Step S7, is defined as the scenic spot volume of the flow of passengers by the described actual visitor's quantity obtaining in step S6.
The present invention can also, by increasing one of following two steps, effectively find scenic spot visitor, thereby improves the precision that the scenic spot volume of the flow of passengers is calculated:
One, for the larger scenic spot of scope, can be in wireless side by must switch area being set through road junction to scenic spot visitor, make scenic spot visitor more new business of executing location in the time coming in and going out this road junction; Before this step is placed in step S1;
Its two, for the less scenic spot of scope, all mobile networks community that can cover scenic spot arranges shorter periodic location update time, thereby improves the frequency of periodic location update, makes visitor's more new business of inevitable occurrence positions in scenic spot; Before this step is placed in step S1.
Above embodiment is used for illustrative purposes only, but not limitation of the present invention, person skilled in the relevant technique, without departing from the spirit and scope of the present invention, can also make various conversion or modification, therefore all technical schemes that are equal to also should belong to category of the present invention, should be limited by each claim.
Claims (8)
1. the scenic spot passenger flow real-time statistical method based on signaling message, is characterized in that, comprises the following steps:
Step S1, obtains the cell ID of all mobile networks community that covers scenic spot;
Step S2, obtains mobile subscriber's location update message;
Step S3, according to described cell ID, carries out screening and filtering to the location update message obtaining, and gathers the mobile subscriber's total quantity drawing at scenic spot;
Step S4, a default resident population threshold value, represents that resident population stays in the minimum time at scenic spot; All mobile subscribers at scenic spot are detected, get rid of and stay in the mobile subscriber that the scenic spot time reaches described resident population threshold value;
Step S5, passes by population threshold value for default one, represents to pass by the maximum time that population stops at scenic spot; Detect having got rid of the later all mobile subscribers of resident population, described in the eliminating time of staying is less than, pass by the mobile subscriber of population threshold value, obtain final mobile subscriber's quantity;
Step S6, default mobile subscriber's permeability, represents that mobile subscriber accounts for all scenic spot visitors' ratio, and the mobile subscriber's quantity obtaining in step S5, divided by described mobile subscriber's permeability, is obtained to actual visitor's quantity;
Step S7, is defined as the scenic spot volume of the flow of passengers by the described actual visitor's quantity obtaining in step S6.
2. the scenic spot passenger flow real-time statistical method based on signaling message according to claim 1, is characterized in that, described location update message comprises: the cell ID of mobile network community, place when user's occurrence positions upgrades.
3. the scenic spot passenger flow real-time statistical method based on signaling message according to claim 2, is characterized in that, in described step S5, by trace analysis mobile subscriber continuous several times location update message, draws the time that this mobile subscriber stops in scenic spot.
4. according to the scenic spot passenger flow real-time statistical method based on signaling message described in claim 1 or 3, it is characterized in that, described resident population threshold value represents: resident population stays in scenic spot the rarest three days an of middle of the month.
5. according to the scenic spot passenger flow real-time statistical method based on signaling message described in claim 1 or 3, it is characterized in that, described in pass by population threshold value and represent: passing by population is 30 minutes in the maximum time of staying at scenic spot.
6. according to the scenic spot passenger flow real-time statistical method based on signaling message described in claim 1 or 3, it is characterized in that, in described step S2, obtain mobile subscriber's location update message by Mobile Network Signaling acquisition system.
7. according to the scenic spot passenger flow real-time statistical method based on signaling message described in claim 1 or 3, it is characterized in that, described scenic spot passenger flow real-time statistical method also comprises step: by must switch area being set through road junction to scenic spot visitor, make visitor's more new business of executing location in the time coming in and going out this road junction in wireless side; Before this step is placed in step S1.
8. according to the scenic spot passenger flow real-time statistical method based on signaling message described in claim 1 or 3, it is characterized in that, described scenic spot passenger flow real-time statistical method also comprises step: by all mobile networks community that covers scenic spot is arranged to the shorter periodic location update time, make visitor's more new business of inevitable executing location in scenic spot; Before this step is placed in step S1.
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| CN105376709A (en) * | 2015-10-10 | 2016-03-02 | 北京中创信测信息技术有限公司 | Regional population statistical method and system based on mobile communication technology |
| CN106355289A (en) * | 2016-09-20 | 2017-01-25 | 杭州东信北邮信息技术有限公司 | Method for predicting passenger flow of scenic regions on basis of location service |
| CN106658400A (en) * | 2016-08-31 | 2017-05-10 | 江苏鸿信系统集成有限公司 | Community public security monitoring method based on cell phone signaling data |
| 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 |
| CN107659642A (en) * | 2017-09-22 | 2018-02-02 | 中国联合网络通信集团有限公司 | Airport personnel recognition methods and device |
| CN107833161A (en) * | 2017-10-10 | 2018-03-23 | 东南大学 | A kind of tourist communications management system based on big data |
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| CN108696863A (en) * | 2017-04-11 | 2018-10-23 | 中国移动通信集团广东有限公司 | A kind of method and base station identifying airport passenger based on LTE signalings |
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| CN109286902A (en) * | 2018-11-19 | 2019-01-29 | 中国联合网络通信集团有限公司 | The flow of the people acquisition methods and device of scenic spot tourist |
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| CN110149593A (en) * | 2019-04-10 | 2019-08-20 | 北京交通大学 | Road network passenger flow state identification method based on Mobile Phone Signalling |
| CN110782373A (en) * | 2019-11-01 | 2020-02-11 | 秒针信息技术有限公司 | Scenic spot number determining method and device |
| CN111641915A (en) * | 2020-04-21 | 2020-09-08 | 上海因势智能科技有限公司 | Method for calculating number of people by using signaling data |
| CN112988830A (en) * | 2019-12-02 | 2021-06-18 | 中移智行网络科技有限公司 | People flow statistical method, device, system, storage medium and computer equipment |
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| CN105376709A (en) * | 2015-10-10 | 2016-03-02 | 北京中创信测信息技术有限公司 | Regional population statistical method and system based on mobile communication technology |
| CN106658400A (en) * | 2016-08-31 | 2017-05-10 | 江苏鸿信系统集成有限公司 | Community public security monitoring method based on cell phone signaling data |
| CN106355289A (en) * | 2016-09-20 | 2017-01-25 | 杭州东信北邮信息技术有限公司 | Method for predicting passenger flow of scenic regions on basis of location service |
| CN108628910A (en) * | 2017-03-24 | 2018-10-09 | 上海美慧软件有限公司 | A method of the large-scale exhibitions synthesis passenger flow total amount of analysis and source |
| 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 |
| CN108696863B (en) * | 2017-04-11 | 2021-09-21 | 中国移动通信集团广东有限公司 | Method and base station for identifying airport passengers based on LTE signaling |
| CN108696863A (en) * | 2017-04-11 | 2018-10-23 | 中国移动通信集团广东有限公司 | A kind of method and base station identifying airport passenger based on LTE signalings |
| CN107659642A (en) * | 2017-09-22 | 2018-02-02 | 中国联合网络通信集团有限公司 | Airport personnel recognition methods and device |
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| CN108566648A (en) * | 2017-12-29 | 2018-09-21 | 福建福诺移动通信技术有限公司 | A kind of resident population judgment method in the region based on carrier data |
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| CN108449711B (en) * | 2018-01-08 | 2021-04-27 | 上海元卓信息科技有限公司 | Large-scale venue passenger flow calculation method based on mobile phone signaling data and security check data |
| CN108449711A (en) * | 2018-01-08 | 2018-08-24 | 上海元卓信息科技有限公司 | A kind of large stadium passenger flow computational methods based on mobile phone signaling data and safety inspection data |
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| CN108810808B (en) * | 2018-05-29 | 2020-08-07 | 深圳市综合交通运行指挥中心 | Regional passenger flow saturation calculation method based on mobile phone signaling data |
| CN109462830A (en) * | 2018-11-08 | 2019-03-12 | 中国联合网络通信集团有限公司 | Passenger flow statistical method, device and equipment based on terminal signaling |
| CN109462830B (en) * | 2018-11-08 | 2021-07-27 | 中国联合网络通信集团有限公司 | Passenger flow statistical method, device and equipment based on terminal signaling |
| CN109286902A (en) * | 2018-11-19 | 2019-01-29 | 中国联合网络通信集团有限公司 | The flow of the people acquisition methods and device of scenic spot tourist |
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| CN110149593A (en) * | 2019-04-10 | 2019-08-20 | 北京交通大学 | Road network passenger flow state identification method based on Mobile Phone Signalling |
| CN110782373A (en) * | 2019-11-01 | 2020-02-11 | 秒针信息技术有限公司 | Scenic spot number determining method and device |
| CN112988830A (en) * | 2019-12-02 | 2021-06-18 | 中移智行网络科技有限公司 | People flow statistical method, device, system, storage medium and computer equipment |
| CN111641915B (en) * | 2020-04-21 | 2021-07-20 | 上海因势智能科技有限公司 | Method for calculating number of people by using signaling data |
| CN111641915A (en) * | 2020-04-21 | 2020-09-08 | 上海因势智能科技有限公司 | Method for calculating number of people by using signaling data |
| CN114095857A (en) * | 2020-08-04 | 2022-02-25 | 中国移动通信集团海南有限公司 | Method, device and storage medium for monitoring business district passenger flow |
| CN113361734A (en) * | 2021-06-09 | 2021-09-07 | 合肥工业大学 | Scenic spot passenger flow density statistical system |
| CN113361734B (en) * | 2021-06-09 | 2023-11-07 | 合肥工业大学 | Scenic spot passenger flow density statistics system |
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